Publikationer från avdelningen för systemteknik
Varje lista visar publikationer sedan 2004.
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Tidskriftsartiklar
- Deep networks for system identification: A survey. I Automatica, volym 171, Elsevier, 2025. (DOI, Fulltext, fulltext:print).
- Artificial intelligence-enabled electrocardiogram for mortality and cardiovascular risk estimation: a model development and validation study. I The Lancet Digital Health, volym 6, nummer 11, pp e791-e802, Elsevier, 2024. (DOI, Fulltext, fulltext:print).
- Structured state-space models are deep Wiener modelsStructured state-space models are deep Wiener models. I IFAC-PapersOnLine, volym 58, nummer 15, pp 247-252, Elsevier, 2024. (DOI).
- Battery Identification With Cubic Spline and Moving Horizon Estimation for Mobile Robots. I IEEE Transactions on Control Systems Technology, volym 32, nummer 5, pp 1944-1951, Institute of Electrical and Electronics Engineers (IEEE), 2024. (DOI).
- Decoding 2.3 million ECGs: interpretable deep learning for advancing cardiovascular diagnosis and mortality risk stratification. I The European Heart Journal - Digital Health, volym 5, nummer 3, pp 247-259, Oxford University Press, 2024. (DOI, Fulltext, fulltext:print).
- Kullback-Leibler Divergence-Based Tuning of Kalman Filter for Bias Injection Attacks in an Artificial Pancreas System. I IFAC-PapersOnLine, volym 58, nummer 4, pp 508-513, Elsevier, 2024. (DOI, Fulltext, fulltext:print).
- Automated data transfer for digital twin applications: Two case studies. I Water environment research, volym 96, nummer 7, John Wiley & Sons, 2024. (DOI, Fulltext, fulltext:print).
- Machine Learning Based Prediction of Imminent ICP Insults During Neurocritical Care of Traumatic Brain Injury. I Neurocritical Care, Springer, 2024. (DOI, Fulltext, fulltext:print). Publikationsstatus: Epub ahead of print
- Simple agents - complex emergent path systems: Agent-based modelling of pedestrian movement. I Environment and planning B: Urban analytics and city science, volym 51, nummer 2, pp 479-495, Sage Publications, 2024. (DOI, Fulltext, fulltext:print).
- Sociodemographic characteristics and COVID-19 testing rates: spatiotemporal patterns and impact of test accessibility in Sweden. I European Journal of Public Health, volym 34, nummer 1, pp 14-21, Oxford University Press, 2024. (DOI, Fulltext, fulltext:print).
- Quickest detection of bias injection attacks on the glucose sensor in the artificial pancreas under meal disturbances. I Journal of Process Control, volym 135, Elsevier, 2024. (DOI, Fulltext, fulltext:print).
- Two New Algorithms for Maximum Likelihood Estimation of Sparse Covariance Matrices With Applications to Graphical Modeling. I IEEE Transactions on Signal Processing, volym 72, pp 958-971, Institute of Electrical and Electronics Engineers (IEEE), 2024. (DOI).
- Predicting COVID-19 hospitalizations: The importance of healthcare hotlines, test positivity rates and vaccination coverage. I Spatial and Spatio-temporal Epidemiology, volym 48, Elsevier, 2024. (DOI, Fulltext, fulltext:print).
- Security Allocation in Networked Control Systems under Stealthy Attacks. I IEEE Transactions on Control of Network Systems, Institute of Electrical and Electronics Engineers (IEEE), 2024. (DOI). Publikationsstatus: Epub ahead of print
- Closed-form expressions for the pure time delay in terms of the input and output Laguerre spectra. I Automatica, volym 159, Elsevier, 2024. (DOI, Fulltext, fulltext:print).
- Evaluating regression and probabilistic methods for ECG-based electrolyte prediction. I Scientific Reports, volym 14, nummer 1, Springer Nature, 2024. (DOI, Fulltext, fulltext:print).
- Probabilistic Matching of Real and Generated Data Statistics in Generative Adversarial Networks. I Transactions on Machine Learning Research, 2024. (Extern länk).
- Real-time distributed trajectory planning for mobile robots. I IFAC-PapersOnLine, volym 56, nummer 2, pp 2152-2157, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- On the trade-off between event-based and periodic state estimation under bandwidth constraints. I IFAC-PapersOnLine, volym 56, nummer 2, pp 5275-5280, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Continuous Time-Delay Estimation From Sampled Measurements. I IFAC-PapersOnLine, volym 56, nummer 2, pp 6982-6987, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Design of the Impulsive Goodwin's Oscillator in 1-cycle. I IFAC-PapersOnLine, volym 56, nummer 2, pp 6660-6665, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Aspects on errors-in-variables identification: Some ways to mitigate a large bias. I IFAC-PapersOnLine, volym 56, nummer 2, pp 4019-4024, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Discrete-time Linear Time-invariant Distributed Minimum Energy Estimator. I IFAC-PapersOnLine, volym 56, nummer 2, pp 3856-3861, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Diagnostic Tool for Out-of-Sample Model Evaluation. I Transactions on Machine Learning Research, nummer 10, OpenReview, 2023. (Article and review in full-text, fulltext:print).
- Privacy and Security in Network Controlled Systems via Dynamic Masking. I IFAC-PapersOnLine, volym 56, nummer 2, pp 991-996, Elsevier, 2023. (DOI).
- Off-Policy Evaluation with Out-of-Sample Guarantees. I Transactions on Machine Learning Research, 2023.
- Optimal Detector Placement in Networked Control Systems under Cyber-attacks with Applications to Power Networks. I IFAC-PapersOnLine, volym 56, nummer 2, pp 1820-1826, Elsevier, 2023. (DOI).
- Neural motion planning in dynamic environments. I IFAC-PapersOnLine, volym 56, nummer 2, pp 10126-10131, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- On the regularization in DeePC. I IFAC-PapersOnLine, volym 56, nummer 2, pp 625-631, Elsevier, 2023. (DOI).
- The role of long-term power-law memory in controlling large-scale dynamical networks. I Scientific Reports, volym 13, nummer 1, Springer Nature, 2023. (DOI, Fulltext, fulltext:print).
- Sociodemographic characteristics and COVID-19 testingrates: spatiotemporal patterns and impact of testaccessibility in Sweden. I European Journal of Public Health, 2023.
- Variational Elliptical Processes. I Transactions on Machine Learning Research, 2023. (Article in full-text, Full-text in arXiv, fulltext:print).
- Aiding reinforcement learning for set point control. I IFAC-PapersOnLine, volym 56, nummer 2, pp 2437-2443, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- How Reliable is Your Regression Model’s Uncertainty Under Real-World Distribution Shifts?. I Transactions on Machine Learning Research, 2023. (Extern länk).
- Leveraging Machine Learning for Disease Diagnoses based on Wearable Devices: A Survey. I IEEE Internet of Things Journal, volym 10, nummer 24, pp 21959-21981, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Evaluating the effects of the COVID-19 pandemic on electricity consumption patterns in the residential, public, commercial and industrial sectors in Sweden. I Energy and AI, volym 14, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Smoothed State Estimation via Efficient Solution of Linear Equations. I IEEE Transactions on Automatic Control, volym 68, nummer 10, pp 5877-5889, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- An Online Kullback-Leibler Divergence-Based Stealthy Attack Against Cyber-Physical Systems. I IEEE Transactions on Automatic Control, volym 68, nummer 6, pp 3672-3679, IEEE, 2023. (DOI).
- Probability elicitation for Bayesian networks to distinguish between intentional attacks and accidental technical failures. I Journal of Information Security and Applications, volym 75, ELSEVIER, 2023. (DOI, fulltext:print).
- Quickest physical watermarking-based detection of measurement replacement attacks in networked control systems. I European Journal of Control, volym 71, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Regularized Linear Regression via Covariance Fitting. I IEEE Transactions on Signal Processing, volym 71, pp 1175-1183, IEEE, 2023. (DOI).
- Probabilistic Estimation of Instantaneous Frequencies of Chirp Signals. I IEEE Transactions on Signal Processing, volym 71, pp 461-476, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Recursive identification of a nonlinear state space model. I International journal of adaptive control and signal processing (Print), volym 37, nummer 2, pp 447-473, John Wiley & Sons, 2023. (DOI, Fulltext, fulltext:print).
- To calibrate or not to calibrate, that is the question. I Water Research, volym 229, Elsevier, 2023. (DOI, Fulltext, fulltext:print).
- Sequential detection of Replay attacks. I IEEE Transactions on Automatic Control, volym 68, nummer 3, pp 1941-1948, IEEE, 2023. (DOI).
- Bayesian Monitoring of COVID-19 in Sweden. I Epidemics, volym 45, Elsevier, 2023. (DOI, Fulltext, Pre-print in arXiv, fulltext:print).
- Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness. I Transactions on Machine Learning Research, Transactions on Machine Learning Research, 2023. (Publications in full-text).
- Continuous and discrete Volterra-Laguerre models with delay for modeling of smooth pursuit eye movements. I IEEE Transactions on Biomedical Engineering, volym 70, nummer 1, pp 97-104, IEEE, 2023. (DOI, Fulltext, fulltext:print).
- Neuromuscular controller models for quantifying standing balance in older people: A systematic review. I IEEE Reviews in Biomedical Engineering, volym 16, pp 560-578, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Differentiated mental health patterns in pregnancy during COVID-19 first two waves in Sweden: a mixed methods study using digital phenotyping. I Scientific Reports, volym 12, nummer 1, Springer Nature, 2022. (DOI, Fulltext, fulltext:print).
- Covariance Matrix Estimation Under Positivity Constraints With Application to Portfolio Selection. I IEEE Signal Processing Letters, volym 29, pp 2487-2491, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Incorporating Sum Constraints into Multitask Gaussian Processes. I Transactions on Machine Learning Research, 2022. (Extern länk).
- False Discovery Rate (FDR) and Familywise Error Rate (FER) Rules for Model Selection in Signal Processing Applications. I IEEE Open Journal of Signal Processing, volym 3, pp 403-416, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI, Fulltext, fulltext:print).
- Special Section on Analysis and control design for neurodynamics. I Annual Reviews in Control, volym 54, pp 324-326, Elsevier, 2022. (DOI).
- Impulsive time series modeling with application to luteinizing hormone data. I Frontiers in Endocrinology, volym 13, Frontiers Media S.A., 2022. (DOI, Fulltext, fulltext:print).
- Minimum structural sensor placement for switched linear time-invariant systems and unknown inputs. I Automatica, volym 146, Elsevier, 2022. (DOI).
- Constrained optimal average power control for wireless transmission. I IEEE Control Systems Letters, volym 6, pp 1922-1927, IEEE, 2022.
- Spatio-temporal predictions of COVID-19 test positivity in Uppsala County, Sweden: a comparative approach. I Scientific Reports, volym 12, nummer 1, Springer Nature, 2022. (DOI, Fulltext, fulltext:print).
- The Monte-Carlo Sampling Approach to Model Selection: A Primer. I IEEE signal processing magazine (Print), volym 39, nummer 5, pp 85-92, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach. I IEEE Transactions on Signal Processing, volym 70, pp 4156-4169, IEEE, 2022. (DOI).
- A New Graph-Based Fractality Index to Characterize Complexity of Urban Form. I ISPRS International Journal of Geo-Information, volym 11, nummer 5, MDPI, 2022. (DOI, Fulltext, fulltext:print).
- Joint RFI mitigation and radar echo recovery for one-bit UWB radar. I Signal Processing, volym 193, Elsevier, 2022. (DOI).
- Maximum Likelihood Algorithm for Time-Delay Based Multistatic Target Localization. I IEEE Signal Processing Letters, volym 29, pp 847-851, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Nonlinear System Identification: Learning While Respecting Physical Models Using a Sequential Monte Carlo Method. I IEEE CONTROL SYSTEMS MAGAZINE, volym 42, nummer 1, pp 75-102, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Exploring the susceptibility of smart farming: Identified opportunities and challenges. I Smart Agricultural Technology, volym 2, Elsevier, 2022. (DOI, Fulltext, fulltext:print).
- Linear time-invariant discrete delay systems in Laguerre domain. I IEEE Transactions on Automatic Control, volym 67, nummer 5, pp 2677-2683, IEEE, 2022. (DOI).
- Scalable Belief Updating for Urban Air Quality Modeling and Prediction. I ACM/IMS Transactions on Data Science, volym 2, nummer 1, pp 1-19, Association for Computing Machinery (ACM), 2021. (DOI, Fulltext, fulltext:print).
- Atrial fibrillation risk prediction from the 12-lead electrocardiogram using digital biomarkers and deep representation learning. I The European Heart Journal - Digital Health, volym 2, nummer 4, pp 576-585, Oxford University Press, 2021. (DOI, Fulltext, fulltext:print).
- Electrocardiographic Predictors of Mortality: Data from a Primary Care Tele-Electrocardiography Cohort of Brazilian Patients. I Hearts, volym 2, nummer 4, pp 449-458, 2021. (DOI).
- Doubling of a closed invariant curve in an impulsive Goodwin's oscillator with delay. I Chaos, Solitons & Fractals, volym 153, Elsevier, 2021. (DOI).
- Coordinated Average EIRP Control of Radio Transmitters for EMF Exclusion Zone Computation. I IEEE Wireless Communications Letters, volym 10, nummer 9, pp 2075-2079, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Extern länk).
- Recursively Filtered MIMO Transmission With Quadratic Complexity. I IEEE Wireless Communications Letters, volym 10, nummer 5, pp 929-933, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI, Extern länk).
- Robust localization in wireless networks from corrupted signals. I EURASIP Journal on Advances in Signal Processing, volym 2021, nummer 1, Springer, 2021. (DOI, Fulltext, fulltext:print).
- Comparing Methods and Defining Practical Requirements for Extracting Harmonic Tidal Components from Groundwater Level Measurements. I Mathematical Geosciences, volym 53, nummer 6, pp 1147-1169, Springer, 2021. (DOI, Fulltext, fulltext:print).
- Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar. I IEEE Journal on Selected Topics in Signal Processing, volym 15, nummer 4, pp 1041-1054, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Using augmented reality technology for balance training in the older adults: a feasibility pilot study. I BMC Geriatrics, volym 21, nummer 1, BioMed Central (BMC), 2021. (DOI, Fulltext, fulltext:print).
- Information-theoretic waveform design for MIMO radar detection in range-spread clutter. I Signal Processing, volym 182, Elsevier, 2021. (DOI, Fulltext).
- Sensor bias impact on efficient aeration control during diurnal load variations. I Water Science and Technology, volym 83, nummer 6, pp 1335-1346, 2021. (DOI, Fulltext, fulltext:print).
- A switching multiplicative watermarking scheme for detection of stealthy cyber-attacks. I IEEE Transactions on Automatic Control, volym 66, nummer 6, pp 2558-2573, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Hybrid observer with finite-memory output error correction for linear systems under intrinsic impulsive feedback. I Nonlinear Analysis: Hybrid Systems, volym 41, 2021. (DOI).
- Classical labor values: properties of economic reproduction. I World Review of Political Economy, volym 11, nummer 3, pp 388-414, Pluto Journals, 2020. (DOI).
- Foreword Identification and Control in Biomedical Applications. I IEEE Transactions on Control Systems Technology, volym 28, nummer 1, pp 1-2, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI).
- Monitoring High-Frequency Data Streams in FinTech: FADO Versus <em>K</em>-means. I IEEE Intelligent Systems, volym 35, nummer 2, pp 36-42, 2020. (DOI).
- Globally stable delay alignment for feedback control over NR multi-point connections. I IEEE Transactions on Control od Network Systems, volym 7, nummer 4, pp 1633-1642, 2020. (DOI, Extern länk).
- Time averaged power control of a 4G or a 5G radio base station for RF EMF compliance. I IEEE Access, volym 8, pp 211937-211950, 2020. (DOI).
- Robust Risk Minimization for Statistical Learning From Corrupted Data. I IEEE Open Journal of Signal Processing, volym 1, pp 287-294, 2020. (DOI, Fulltext, fulltext:print).
- On stability and performance of disturbance observer-based-dynamic load torque compensator for assistive exoskeleton: A hybrid approach. I Mechatronics (Oxford), volym 69, 2020. (DOI, Fulltext, fulltext:print).
- A fast instance selection method for support vector machines in building extraction. I Applied Soft Computing, volym 97, 2020. (DOI, Fulltext, fulltext:print).
- Visualisation of 3D Property Data and Assessment of the Impact of Rendering Attributes. I Journal of Geovisualization and Spatial Analysis, volym 4, nummer 2, 2020. (DOI, Fulltext, fulltext:print).
- On the smoothness of nonlinear system identification. I Automatica, volym 121, 2020. (DOI).
- The Vanishing and Appearing Sources during a Century of Observations Project. I. USNO Objects Missing in Modern Sky Surveys and Follow-up Observations of a "Missing Star". I Astronomical Journal, volym 159, nummer 1, American Astronomical Society, 2020. (DOI).
- Polynomial nonlinear state space identification of an aero-engine structure. I Computers & structures, volym 238, 2020. (DOI).
- Robust Prediction When Features are Missing. I IEEE Signal Processing Letters, volym 27, pp 720-724, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI).
- Modeling of human smooth pursuit by sparse Volterra models with functionally dependent parameters. I Control Engineering Practice, volym 103, Elsevier BV, 2020. (DOI).
- A multiple motion sensors index for motor state quantification in Parkinson's disease. I Computer Methods and Programs in Biomedicine, volym 189, ELSEVIER IRELAND LTD, 2020. (DOI).
- Polyphase Waveform Design for MIMO Radar Space Time Adaptive Processing. I IEEE Transactions on Signal Processing, volym 68, pp 2143-2154, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI).
- Frequency domain identification of FIR models in the presence of additive input-output noise. I Automatica, volym 115, PERGAMON-ELSEVIER SCIENCE LTD, 2020. (DOI).
- Identifying reionization-epoch galaxies with extreme levels of Lyman continuum leakage in James Webb Space Telescope surveys. I Monthly notices of the Royal Astronomical Society, volym 491, nummer 4, pp 5277-5286, OXFORD UNIV PRESS, 2020. (DOI).
- Microstructures and mechanical properties of Al2O3/YAG:Ce3+ eutectics with different Ce3+ concentrations grown by HDS method. I Journal of Alloys and Compounds, volym 816, 2020. (DOI).
- Bifurcation analysis for non-local design of a hybrid observer for the impulsive Goodwin's oscillator. I Nonlinear dynamics, volym 100, nummer 2, pp 1401-1419, 2020. (DOI, Fulltext, fulltext:print).
- Combined <em>L</em><sub>2</sub>-stable feedback and feedforward aeration control in a wastewater treatment plant. I IEEE Transactions on Control Systems Technology, volym 28, nummer 3, pp 1017-1024, Institute of Electrical and Electronics Engineers (IEEE), 2020. (DOI).
- Nonparametric time-domain tremor quantification with smart phone for therapy individualization. I IEEE Transactions on Control Systems Technology, volym 28, nummer 1, pp 118-129, 2020. (DOI).
- Online tissue conductivity estimation in Deep Brain Stimulation. I IEEE Transactions on Control Systems Technology, volym 28, nummer 1, pp 149-162, 2020. (DOI).
- Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. I Journal of Physics, Conference Series, volym 1264, nummer 1, Institute of Physics Publishing (IOPP), 2019. (DOI, Fulltext, fulltext:print).
- Automated active fault detection in fouled dissolved oxygen sensors. I Water Research, volym 166, PERGAMON-ELSEVIER SCIENCE LTD, 2019. (DOI).
- Evaluation of a sensor algorithm for motor state rating in Parkinson's disease. I Parkinsonism & Related Disorders, volym 64, pp 112-117, ELSEVIER SCI LTD, 2019. (DOI).
- Max-Min Fairness Design for MIMO Interference Channels: A Minorization-Maximization Approach. I IEEE Transactions on Signal Processing, volym 67, nummer 18, pp 4707-4719, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
- Particle-based adaptive-lag online marginal smoothing in general state-space models. I IEEE Transactions on Signal Processing, volym 67, nummer 21, pp 5571-5582, 2019. (DOI).
- Probabilistic approach to limited-data computed tomography reconstruction. I Inverse Problems, volym 35, nummer 10, 2019. (DOI).
- High-Dimensional Filtering Using Nested Sequential Monte Carlo. I IEEE Transactions on Signal Processing, volym 67, nummer 16, pp 4177-4188, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
- Dynamic nonlinear partial least squares modeling using Gaussian process regression. I Industrial & Engineering Chemistry Research, volym 58, nummer 36, pp 16676-16686, 2019. (DOI, Fulltext).
- Effect Inference From Two-Group Data With Sampling Bias. I IEEE Signal Processing Letters, volym 26, nummer 8, pp 1103-1106, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
- Machine learning techniques for monitoring the sludge profile in a secondary settler tank. I Applied water science, volym 9, nummer 6, 2019. (DOI, Fulltext).
- Neutron transmission strain tomography for non-constant stress-free lattice spacing. I Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volym 456, pp 64-73, 2019. (DOI).
- Specialized Interior-Point Algorithm for Stable Nonlinear System Identification. I IEEE Transactions on Automatic Control, volym 64, nummer 6, pp 2442-2456, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
- RFI Mitigation for UWB Radar Via Hyperparameter-Free Sparse SPICE Methods. I IEEE Transactions on Geoscience and Remote Sensing, volym 57, nummer 6, pp 3105-3118, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
- Networked delay control for 5G wireless machine-type communications using multiconnectivity. I IEEE Transactions on Control Systems Technology, volym 27, nummer 4, pp 1510-1525, 2019. (DOI).
- Loading factor estimation under affine constraints on the covariance eigenvalues with application to radar target detection. I IEEE Transactions on Aerospace and Electronic Systems, volym 55, nummer 3, pp 1269-1283, 2019. (DOI).
- A user perspective on errors-in-variables methods in system identification. I Control Engineering Practice, volym 89, pp 56-69, 2019. (DOI).
- Monotonicity and robustness in Wiener disorder detection. I Sequential Analysis, volym 38, nummer 1, pp 57-68, 2019. (DOI, Fulltext).
- Radar detection architecture based on interference covariance structure classification. I IEEE Transactions on Aerospace and Electronic Systems, volym 55, nummer 2, pp 607-618, 2019. (DOI).
- Oscillations-free PID control of anesthetic drug delivery in neuromuscular blockade. I Computer Methods and Programs in Biomedicine, volym 171, pp 119-131, ELSEVIER IRELAND LTD, 2019. (DOI).
- Source resolvability of spatial-smoothing-based subspace methods: A Hadamard product perspective. I IEEE Transactions on Signal Processing, volym 67, nummer 10, pp 2543-2553, 2019. (DOI).
- Impulsive model of endocrine regulation with a local continuous feedback. I Mathematical Biosciences, volym 310, pp 128-135, 2019. (DOI).
- Sinusoidal parameter estimation from signed measurements via majorization–minimization based RELAX. I IEEE Transactions on Signal Processing, volym 67, nummer 8, pp 2173-2186, 2019. (DOI).
- Sampled-data adaptive observer for state-affine systems with uncertain output equation. I Automatica, volym 103, pp 96-105, 2019. (DOI).
- Learning sparse graphs for prediction of multivariate data processes. I IEEE Signal Processing Letters, volym 26, nummer 3, pp 495-499, 2019. (DOI).
- On model order priors for Bayesian identification of SISO linear systems. I International Journal of Control, volym 92, nummer 7, pp 1645-1661, 2019. (DOI).
- Getting started with particle Metropolis-Hastings for inference in nonlinear dynamical models. I Journal of Statistical Software, volym 88, nummer CN2, pp 1-41, 2019. (DOI, Fulltext, fulltext:print).
- Optimal controller/observer gains of discounted-cost LQG systems. I Automatica, volym 101, pp 471-474, Elsevier, 2019. (DOI).
- Calculating Deep Brain Stimulation Amplitudes and Power Consumption by Constrained Optimization. I Journal of Neural Engineering, volym 16, nummer 1, 2019. (DOI).
- Data Consistency Approach to Model Validation. I IEEE Access, volym 7, pp 59788-59796, Institute of Electrical and Electronics Engineers (IEEE), 2019. (DOI, Fulltext, fulltext:print).
- A disturbance rejection and data rate trade-off in networked data flow control. I European Journal of Control, volym 47, pp 1-10, 2019. (DOI).
- Frequency conditions for stable networked controllers with time-delay. I International Journal of Control, volym 92, nummer 4, pp 886-895, 2019. (DOI).
- Analysis of photobioreactors in series. I Mathematical Biosciences, volym 306, pp 107-118, ELSEVIER SCIENCE INC, 2018. (DOI).
- Fault signatures and bias progression in dissolved oxygen sensors. I Water Science and Technology, volym 78, nummer 5, pp 1034-1044, 2018. (DOI, Fulltext, fulltext:print).
- Automated learning with a probabilistic programming language: Birch. I Annual Reviews in Control, volym 46, pp 29-43, Elsevier, 2018. (DOI).
- Maximum likelihood identification of stable linear dynamical systems. I Automatica, volym 96, pp 280-292, 2018. (DOI).
- A stability criterion for switching Lur'e systems with switching-path restrictions. I Automatica, volym 96, pp 337-341, 2018. (DOI).
- NOVIFAST: A Fast Algorithm for Accurate and Precise VFA MRI<em>T</em><sub>1</sub>Mapping. I IEEE Transactions on Medical Imaging, volym 37, nummer 11, pp 2414-2427, IEEE, 2018. (DOI).
- Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes. I IEEE Transactions on robotics, volym 34, nummer 4, pp 1112-1127, Institute of Electrical and Electronics Engineers (IEEE), 2018. (DOI).
- Assortative interactions revealed by sorting of animal groups. I Animal Behaviour, volym 142, pp 165-179, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
- Lyman continuum leakage versus quenching with the James Webb Space Telescope: the spectral signatures of quenched star formation activity in reionization-epoch galaxies. I Monthly notices of the Royal Astronomical Society, volym 479, nummer 1, pp 368-376, 2018. (DOI, Fulltext, fulltext:preprint, fulltext:print).
- Probabilistic modelling and reconstruction of strain. I Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volym 436, pp 141-155, 2018. (DOI).
- Coherent modulation of the sea-level annual cycle in the United States by Atlantic Rossby waves. I Nature Communications, volym 9, Nature Publishing Group, 2018. (DOI, Fulltext, fulltext:print).
- Nonlinear dynamics and entrainment in a continuously forced pulse-modulated model of testosterone regulation. I Nonlinear dynamics, volym 94, nummer 2, pp 1165-1181, 2018. (DOI, Fulltext).
- Bayesian information criterion for signed measurements with application to sinusoidal signals. I IEEE Signal Processing Letters, volym 25, nummer 8, pp 1251-1255, 2018. (DOI).
- Learning of state-space models with highly informative observations: A tempered sequential Monte Carlo solution. I Mechanical systems and signal processing, volym 104, pp 915-928, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
- Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo. I Mechanical systems and signal processing, volym 104, pp 866-883, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
- Recursive nonlinear-system identification using latent variables. I Automatica, volym 93, pp 343-351, 2018. (DOI).
- Delay skew packet flow control in wireless systems with dual connectivity. I IEEE Transactions on Vehicular Technology, volym 67, nummer 6, pp 5357-5371, 2018. (DOI).
- Probabilistic forecasting of electricity consumption, photovoltaic power generation and net demand of an individual building using Gaussian Processes. I Applied Energy, volym 213, pp 195-207, 2018. (DOI).
- Individualization of levodopa treatment using a microtablet dispenser and ambulatory accelerometry. I CNS Neuroscience & Therapeutics, volym 24, nummer 5, pp 439-447, 2018. (DOI).
- Identification of cascade water tanks using a PWARX model. I Mechanical systems and signal processing, volym 106, pp 40-48, 2018. (DOI).
- Optimization-based contact fault alleviation in deep brain stimulation leads. I IEEE transactions on neural systems and rehabilitation engineering, volym 26, nummer 1, pp 69-76, 2018. (DOI).
- Phase retrieval via the alternating direction method of multipliers. I IEEE Signal Processing Letters, volym 25, nummer 1, pp 5-9, 2018. (DOI).
- Worst-case prediction performance analysis of the Kalman filter. I IEEE Transactions on Automatic Control, volym 63, nummer 6, pp 1768-1775, 2018. (DOI).
- Comparison of two hyperparameter-free sparse signal processing methods for direction-of-arrival tracking in the HF97 ocean acoustic experiment. I IEEE Journal of Oceanic Engineering, volym 43, nummer 3, pp 725-734, 2018. (DOI).
- Globally stable wireless data flow control. I IEEE Transactions on Control of Network Systems, volym 5, nummer 1, pp 469-478, 2018. (DOI).
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Konferensbidrag
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- Delay Attack and Detection in Feedback Linearized Control Systems. I Proceedings of European Control Conference, pp 1569-1576, 2024.
- Convergence in Delayed Recursive Identification of Nonlinear Systems. I Proceedings of European Control Conference, pp 914-921, 2024.
- Logarithmic Feedback Control of Passive Interference. I Proceedings of European Control Conference, pp 154-161, 2024.
- Adaptive Robust Learning using Latent Bernoulli Variables. I Proceedings of the 41st International Conference on Machine Learning, volym 235 av Proceedings of Machine Learning Research, pp 23105-23122, PLMR -Proceedings of Machine Learning Research, 2024. (Paper in fulltext, preprint at arXiv, fulltext:postprint).
- Uncertainty Estimation with Recursive Feature Machines. I , 2024.
- Physics-informed neural networks with unknown measurement noise. I Proceedings of Machine Learning Research, pp 235-247, 2024.
- Gaussian inference for data-driven state-feedback design of nonlinear systems. I IFAC PAPERSONLINE, pp 4796-4803, ELSEVIER, 2023. (DOI, Fulltext).
- Regularization properties of adversarially-trained linear regression. I Advances in Neural Information Processing Systems 36 (NeurIPS 2023), Advances in Neural Information Processing Systems, pp 23658-23670, Curran Associates, Inc., 2023. (Paper in fulltext).
- Robust Sequential Detection of Non-stealthy Sensor Deception Attacks in an Artificial Pancreas System. I 2023 62nd IEEE Conference on Decision and Control (CDC), IEEE Conference on Decision and Control, pp 2827-2832, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- On the trade-offs between accuracy, privacy, and resilience in average consensus algorithms. I 2023 62nd IEEE Conference on Decision and Control, (CDC), IEEE Conference on Decision and Control, pp 8026-8031, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Secure State Estimation with Asynchronous Measurements against Malicious Measurement-data and Time-stamp Manipulation. I 2023 62nd IEEE Conference on Decision and Control (CDC), pp 7073-7080, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Feedback Path Delay Attacks and Detection. I Proceedings of the 62nd IEEE Conference on Decision and Control (CDC), Proceedings / IEEE Conference on Decision and Control, pp 3864-3871, Institute of Electrical and Electronics Engineers (IEEE), Singapore, 2023. (DOI).
- On-line Identification of Delay Attacks in Networked Servo Control. I Prep. IFAC World Congress, pp 1041-1047, IFAC Papers Online, 2023.
- Observer-Feedback-Feedforward Controller Structures in Reinforcement Learning. I Prep. IFAC World Congress, pp 6807-6912, IFAC Papers Online, 2023.
- Robust nonlinear set-point control with reinforcement learning. I 2023 American Control Conference (ACC), Proceedings of the American Control Conference, pp 84-91, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI, Pre-print in arXiv).
- Design of the Impulsive Goodwin's Oscillator: A Case Study. I 2023 American Control Conference (ACC), Proceedings of the American Control Conference, pp 3572-3577, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Mitigating Epilepsy by Stabilizing Linear Fractional-Order Systems. I 2023 American Control Conference (ACC), Proceedings of the American Control Conference, pp 2228-2233, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Distributed formation trajectory planning for multi-vehicle systems. I 2023 American Control Conference (ACC), Proceedings of the American Control Conference, pp 1325-1330, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI).
- Risk assessment and optimal allocation of security measures under stealthy false data injection attacks. I 2022 IEEE Conference on Control Technology and Applications (CCTA), Control Technology and Applications, pp 1347-1353, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Structural analyses of a parsimonious watermarking policy for data deception attack detection in networked control systems. I 2022 IEEE 61st Conference on Decision and Control (CDC), IEEE Conference on Decision and Control, pp 7648-7655, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Process Monitoring And Fault Detection Using A Soft Sensor For The Return Activated Sludge Flow Rate. I , 2022.
- On keeping the average of an effluent concentration below a limit. I , 2022.
- Bias detectability during sensor validation with grab samples. I , 2022. (Conference information).
- Energy-Efficient Monitoring of Potential Side Effects from COVID-19 Vaccines. I Proceedings: 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), pp 222-227, IEEE, 2022. (DOI).
- A Zero-Sum Game Framework for Optimal Sensor Placement in Uncertain Networked Control Systems under Cyber-Attacks. I 2022 IEEE 61st Conference on Decision and Control (CDC), Proceedings of the IEEE Conference on Decision & Control, pp 6126-6133, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI, Preprint in arXiv, fulltext:postprint).
- Unimodal vs. Multimodal Prediction of Antenatal Depression from Smartphone-based Survey Data in a Longitudinal Study. I ICMI '22: Proceedings of the 2022 International Conference on Multimodal Interaction, pp 455-467, Association for Computing Machinery (ACM), 2022. (DOI, Fulltext, fulltext:print).
- Sequential Detection of Replay Attacks with a Parsimonious Watermarking Policy. I 2022 American Control Conference (ACC), Proceedings of the American Control Conference, pp 4868-4875, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Risk-averse controller design against data injection attacks on actuators for uncertain control systems. I 2022 AMERICAN CONTROL CONFERENCE (ACC), pp 5037-5042, IEEE, 2022. (DOI).
- Learning Pareto-Efficient Decisions with Confidence. I International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, pp 9969-9981, JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2022. (Abstract).
- When Are Errors-in-Variables Aspects Important to Consider in System Identification?. I 2022 European Control Conference (ECC), pp 315-320, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Input Sequence and Parameter Estimation in Impulsive Biomedical Models. I 2022 European Control Conference (ECC), pp 253-258, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Stable Logarithmic Feedback Control of a Disturbance. I , 2022. (fulltext:print).
- Time-delay estimation with non-persistent input. I 30th Mediterranean Conference on Control and Automation (MED), Mediterranean Conference on Control and Automation, pp 251-256, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Noise reduction in Laguerre-domain discrete delay estimation. I 2022 IEEE 61st Conference on Decision and Control (CDC), Proceedings of the IEEE Conference on Decision & Control, pp 6254-6259, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Stochastic Approximation for Identification of Non-Linear Differential-Algebraic Equations with Process Disturbances. I 2022 IEEE 61st Conference on Decision and Control (CDC), Proceedings of the IEEE Conference on Decision & Control, pp 6712-6717, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI).
- Time-Varying Normalizing Flows for Dynamical Signals. I , 2022. (Extern länk).
- Advanced Processing of a Blade Vibratory Response Obtained With Tip Timing Method Using Hyperparameter-Free Sparse Estimation Method. I , 2021.
- Impulsive Goodwin's Oscillator Model of Endocrine Regulation: Local Feedback Leads to Multistability. I 2021 7TH INTERNATIONAL CONFERENCE ON EVENT BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP), IEEE, 2021. (DOI).
- Stealthy Cyber-Attack Design Using Dynamic Programming. I 2021 60th IEEE Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 3474-3479, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Design of multiplicative watermarking against covert attacks. I 2021 60th IEEE CConference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 4176-4181, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Willems' fundamental lemma based on second-order moments. I 2021 60th IEEE Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 396-401, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI).
- Bayes Control of Hammerstein Systems. I IFAC PapersOnLine, pp 755-760, Elsevier, 2021. (DOI, Fulltext, fulltext:print).
- Inference of Causal Effects when Control Variables are Unknown. I <em>Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence</em>, PMLR 161:1300-1309, 2021., 2020. (Extern länk).
- Initialization of a Disease Transmission Model. I IFAC PapersOnline, pp 839-844, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Structural Identifiability of a Third-order Continuous System under Impulsive Feedback. I IFAC PapersOnline, pp 16215-16220, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Laguerre-domain Modeling and Identification of Linear Discrete-time Delay Systems. I IFAC PapersOnline, pp 939-944, ELSEVIER, 2020. (DOI, Fulltext, fulltext:print).
- The Frisch scheme for EIV system identification: time and frequency domain formulations. I IFAC PapersOnline, pp 907-913, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Blind identification of two-channel FIR systems: a frequency domain approach. I IFAC PapersOnline, pp 914-920, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Deep Learning and System Identification. I IFAC Papersonline, pp 1175-1181, Elsevier BV, 2020. (DOI, Fulltext, fulltext:print).
- Detection of signs of Parkinson's disease using dynamical features via an indirect pointing device. I IFAC Papersonline, pp 16347-16352, ELSEVIER, 2020. (DOI, Fulltext, fulltext:print).
- Online Model-Based Beat-by-beat Heart Rate Estimation. I 2020 American Control Conference (ACC), Proceedings of the American Control Conference, pp 539-544, 2020. (DOI).
- Patient-Specific Electrocardiogram Monitoring by Model-Based Stochastic Anomaly Detection. I 2020 European Control Conference (ECC), pp 735-740, 2020. (DOI).
- A latent variable approach to heat load prediction in thermal grids. I 2020 European Control Conference (ECC), pp 344-349, 2020. (DOI).
- Laguerre Domain Estimation of an Input Impulse Train to a Continuous Linear Time-invariant System. I 2020 59th IEEE Conference on Decision and Control (CDC), Proceedings of the IEEE Conference on Decision & Control, pp 4622-4627, 2020. (DOI).
- Impulsive Feedback Modeling of Levodopa Pharmacokinetics Subject to Intermittently Interrupted Gastric Emptying. I 2020 American Control Conference (ACC), Proceedings of the American Control Conference, pp 1323-1328, 2020. (DOI).
- Jitter suppression for very low latency feedback control over NR. I IEEE VTC-SPRING 2020, 2020.
- Statistical beam information for mmW positioning. I Proc. IEEE VTC-Spring 2020, 2020.
- Learning Robust Decision Policies from Observational Data. I , 2020. (Extern länk).
- APTER: Aggregated Prognosis Through Exponential Re-weighting. I Computing and Combinatorics, volym 11653 av Lecture Notes in Computer Science (LNCS), pp 425-436, Springer Nature, 2019. (DOI).
- Sensor bias impact on controlling daily variations in wastewater loads. I , 2019.
- Automated active fault detection in fouled dissolved oxygen sensors. I , 2019.
- Sensor bias impact on controlling daily variations in wastewater loads. I , 2019.
- Steady-state data reconciliation of a dynamic process. I , 2019.
- Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding. I Proceedings of the 36th International Conference on Machine Learning, volym 97 av Proceedings of Machine Learning Research, pp 4942-4950, 2019. (Proceedings paper on publisher's website).
- Bayesian identification of state-space models via adaptive thermostats. I 2019 IEEE 58th conference on decision and control (CDC), IEEE Conference on Decision and Control, pp 7382-7388, IEEE, 2019.
- Nonlinear dynamics of a positive hybrid observer for the impulsive Goodwin's oscillator: a design study. I 2019 IEEE 58th conference on decision and control (CDC), IEEE Conference on Decision and Control, pp 1893-1898, IEEE, 2019.
- Robust exploration in linear quadratic reinforcement learning. I Advances in Neural Information Processing Systems 32 (NIPS 2019), volym 32 av Advances in Neural Information Processing Systems, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2019. (Extern länk).
- Parameter elimination in particle Gibbs sampling. I Advances in Neural Information Processing Systems 32 (NIPS 2019), volym 32 av Advances in Neural Information Processing Systems, Neural Information Processing Systems, 2019. (Extern länk).
- Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees. I ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), volym 32 av Advances in Neural Information Processing Systems, Neural Information Processing Systems, 2019. (Extern länk).
- Calibration tests in multi-class classification: A unifying framework. I ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), volym 32 av Advances in Neural Information Processing Systems, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2019. (Extern länk).
- Conditionally Independent Multiresolution Gaussian Processes. I 22nd International Conference On Artificial Intelligence And Statistics, Vol 89, volym 89 av Proceedings of Machine Learning Research, 2019.
- Deep convolutional networks in system identification. I Proc. 58th IEEE Conference on Decision and Control, pp 3670-3676, IEEE, 2019. (DOI).
- Identification of continuous Volterra models with explicit time delay through series of Laguerre functions. I Proc. 58th IEEE Conference on Decision and Control, pp 5641-5646, IEEE, 2019. (DOI).
- Joint Axis Estimation for Fast and Slow Movements Using Weighted Gyroscope and Acceleration Constraints. I 2019 22th International Conference on Information Fusion (FUSION), 2019. (Publisher fulltext, fulltext:postprint).
- Visualization of convolutional neural network class activations in automated oral cancer detection for interpretation of malignancy associated changes. I 3rd NEUBIAS Conference, Luxembourg, 2-8 February 2019, 2019.
- Control-Engineering Perspective on Deep Brain Stimulation: Revisited. I 2019 American Control Conference (ACC), Proceedings of the American Control Conference, pp 860-865, 2019. (DOI, Conference information).
- Flexible Models for Smart Maintenance. I 2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), IEEE International Conference on Industrial Technology, pp 1772-1777, 2019.
- Hadamard Product Perspective on Source Resolvability of Spatial-smoothing-based Subspace Methods. I 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), International Conference on Acoustics Speech and Signal Processing ICASSP, pp 4135-4139, IEEE, 2019. (DOI).
- Attractivity of the synchronous mode in hybrid observers for the impulsive Goodwin's oscillator subject to harmonic exogenous excitation. I 2019 American Control Conference (ACC), Proceedings of the American Control Conference, pp 2334-2339, 2019. (DOI).
- A simple positive state observer for multidimensional Goodwin's oscillator. I Proc. 17th European Control Conference, pp 1671-1676, IEEE, 2019. (DOI).
- Evaluating model calibration in classification. I 22nd International Conference on Artificial Intelligence and Statistics, volym 89 av Proceedings of Machine Learning Research, pp 3459-3467, 2019. (Abstract).
- Entrainment in harmonically forced continuous and impulsive Goodwin's oscillators: a comparison study. I Proc. 16th European Control Conference, pp 2046-2051, IEEE, 2018. (DOI).
- On selecting appropriate training data to model an autonomous oscillator. I Proc. 28th International Conference on Noise and Vibration Engineering, pp 2601-2614, Katholieke Univ. Leuven, 2018.
- Graphical model inference: Sequential Monte Carlo meets deterministic approximations. I ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), volym 31 av Advances in Neural Information Processing Systems, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2018. (Extern länk).
- Sinusoidal parameter estimation from signed measurements obtained via time-varying thresholds. I Proc. 52nd Asilomar Conference on Signals, Systems, and Computers, pp 1111-1115, IEEE, Piscataway, NJ, 2018. (DOI).
- Semi-parametric kernel-based identification of Wiener systems. I Proc. 57th Conference on Decision and Control, pp 3874-3879, IEEE, Piscataway, NJ, 2018. (DOI).
- Delay alignment control for 5G multi connectivity. I Proc. 57th Conference on Decision and Control, pp 7064-7070, IEEE, Piscataway, NJ, 2018. (DOI).
- Probabilistic programming allows for automated inference in factor graph models. I , 2018.
- Automatic diagnosis of short-duration 12-lead ECG using a deep convolutional network. I <em>ML4H: Machine Learning for Health Workshop at NeurIPS</em>, Montréal, Canada, December 2018., 2018. (Extern länk).
- Delayed sampling and automatic Rao-Blackwellization of probabilistic programs. I Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS), Lanzarote, Spain, April, 2018, Proceedings of Machine Learning Research, 2018. (Extern länk).
- Regularized parametric system identification: a decision-theoretic formulation. I 2018 Annual American Control Conference (ACC), Proceedings of the American Control Conference, pp 1895-1900, IEEE, 2018. (DOI).
- Auxiliary-Particle-Filter-based Two-Filter Smoothing for Wiener State-Space Models. I Proceedings of the 21st International Conference on Information Fusion, Cambridge, UK, July, 2018., pp 1904-1911, 2018. (DOI, Postprint).
- Learning localized spatio-temporal models from streaming data. I Proceedings of the 35th International Conference on Machine Learning, volym 80 av Proceedings of Machine Learning Research (PMLR), pp 3927-3935, 2018. (Proceedings paper on publisher's website).
- Learning convex bounds for linear quadratic control policy synthesis. I Neural Information Processing Systems 2018, Advances in Neural Information Processing Systems, 2018. (Extern länk).
- Brush Biopsy For HR-HPV Detection With FTA Card And AI For Cytology Analysis - A Viable Non-invasive Alternative. I EAOM2018, 2018.
- Robustification of the synchronous mode in a hybrid observer for a continuous system under an intrinsic pulse-modulated feedback. I Proc. 16th European Control Conference, pp 107-112, IEEE, 2018. (DOI, fulltext:print).
- Detection of Malignancy-Associated Changes Due to Precancerous and Oral Cancer Lesions: A Pilot Study Using Deep Learning. I CYTO2018, 2018. (Extern länk).
- Tremor Severity Rating by Markov Chains. I , volym 51:15 av IFAC-PapersOnLine, pp 317-322, IFAC Papers Online, 2018. (DOI, fulltext:print).
- The impact of deep brain stimulation on a simulated neuron: Inhibition, excitation, and partial recovery. I Proc. 16th European Control Conference, pp 2034-2039, IEEE, 2018. (DOI).
- How consistent is my model with the data?: Information-theoretic model check. I , volym 51:15 av IFAC-PapersOnLine, pp 407-412, 2018. (DOI).
- 2D-frequency domain identification of complex sinusoids in the presence of additive noise. I , volym 51:15 av IFAC-PapersOnLine, pp 820-825, 2018. (DOI).
- Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations. I , volym 51:15 av IFAC-PapersOnLine, pp 652-657, 2018. (DOI).
- Data-driven impulse response regularization via deep learning. I , volym 51:15 av IFAC-PapersOnLine, pp 1-6, 2018. (DOI).
- Convergence in networked recursive identification with output quantization. I , volym 51:15 av IFAC-PapersOnLine, pp 915-920, 2018. (DOI).
- Synthetic patient database of drug effect in general anesthesia for evaluation of estimation and control algorithms. I , volym 51:15 av IFAC-PapersOnLine, pp 323-328, 2018. (DOI).
- Identification of nonlinear feedback mechanisms operating in closed loop using inertial sensors. I , volym 51:15 av IFAC-PapersOnLine, pp 473-478, IFAC Papers Online, 2018. (DOI, fulltext:print).
- Sampled-Data Based State and Parameter Estimation for State-Affine Systems with Uncertain Output Equation. I , volym 51:15 av IFAC-PapersOnLine, pp 491-496, 2018. (DOI).
- Multiple-Input Single-Output Polynomial Nonlinear State-Space Model of the Li-ion Battery's Short-term Dynamics. I , volym 51:15 av IFAC-PapersOnLine, pp 497-502, 2018. (DOI).
- Improving the particle filter in high dimensions using conjugate artificial process noise. I , volym 51:15 av IFAC-PapersOnLine, pp 670-675, 2018. (DOI, fulltext:print).
- Identification of two-dimensional complex sinusoids in white noise: a state-space frequency approach. I , volym 51:15 av IFAC-PapersOnLine, pp 996-1001, 2018. (DOI).
- Model order determination for signed measurements via the Bayesian information criterion. I 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM), Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, pp 366-370, IEEE, Piscataway, NJ, 2018. (DOI).
- Input–output stability design of an ammonium based aeration controller for wastewater treatment. I 2018 Annual American Control Conference (ACC), Proceedings of the American Control Conference (ACC), pp 2964-2971, Institute of Electrical and Electronics Engineers (IEEE), 2018. (DOI).
- Stability properties of a MIMO data flow controller. I Proc. American Control Conference: ACC 2018, pp 2638-2643, American Automatic Control Council, 2018. (DOI).
- Counterexamples to parametric convergence in recursive networked identification. I 2018 Annual American Control Conference (ACC), Proceedings of the American Control Conference (ACC), pp 258-264, Institute of Electrical and Electronics Engineers (IEEE), 2018. (DOI).
- Wireless hybrid positioning based on surface modeling with polygon support. I Proc. 87th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2018. (DOI).
- Model-robust counterfactual prediction method. I ICML Workshop on Machine Learning for Causal Inference, Counterfactual Prediction, and Autonomous Action, 2018.
- Constraining Lyman continuum escape using Machine Learning. I Peering towards Cosmic Dawn, volym 12:S333 av IAU Symposium Proceedings Series, pp 254-258, Cambridge University Press, 2018. (DOI).
- Tremor Quantification through Event-based Movement Trajectory Modeling. I 2017 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA 2017), pp 542-547, IEEE, 2017. (DOI).
- One-bit Compressive Sampling with Time-Varying Thresholds for Multiple Sinusoids. I 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), IEEE, 2017. (DOI).
- Semi-Individualized electrical models in deep brain stimulation: A variability analysis. I 2017 IEEE Conference on Control Technology and Applications (CCTA), pp 517-522, IEEE, 2017. (DOI).
- On the construction of probabilistic Newton-type algorithms. I Proc. 56th Conference on Decision and Control, pp 6499-6504, IEEE, Piscataway, NJ, 2017. (DOI).
- Tremor quantification through data-driven nonlinear system modeling. I Proc. 56th Conference on Decision and Control, pp 5943-5948, IEEE, Piscataway, NJ, 2017. (DOI).
- Individualization of a surrounding tissue model in Deep Brain Stimulation. I Proc. 56th Conference on Decision and Control, pp 5919-5924, IEEE, Piscataway, NJ, 2017. (DOI).
- Networked and delayed recursive identification of nonlinear systems. I Proc. 56th Conference on Decision and Control, pp 5851-5858, IEEE, Piscataway, NJ, 2017. (DOI).
- Hybrid observers for an impulsive Goodwin’s oscillator subject to continuous exogenous signals. I 2017 IEEE 56Th Annual Conference on Decision and Control (Cdc), Proceedings / IEEE Conference on Decision and Control, pp 2396-2401, IEEE, Piscataway, NJ, 2017. (DOI).
- Nonlinear dynamics of the human smooth pursuit system in health and disease: Model structure and parameter estimation. I Proc. 56th Conference on Decision and Control, pp 4692-4697, IEEE, 2017. (DOI, fulltext:postprint).
- Linearly constrained Gaussian processes. I Proc. 31st Conference on Neural Information Processing Systems, volym 30 av Advances in Neural Information Processing Systems, pp 1215-1224, 2017. (Abstract).
- Frequency domain identification of complex sinusoids in the presence of additive noise. I 20th IFAC World Congress, volym 50:1 av IFAC-PapersOnLine, pp 6244-6250, Elsevier, 2017. (DOI).
- Frequency domain identification of ARX models in the presence of additive input–output noise. I 20th IFAC World Congress, volym 50: 1 av IFAC-PapersOnLine, pp 6226-6231, Elsevier, 2017. (DOI).
- Robust Tracking of Periodic Motion in the Plane using Inertial Sensor Data. I Proceedings of IEEE Sensors 2017, IEEE Sensors, pp 1041-1043, IEEE, Glasgow, Scotland, 2017. (DOI, fulltext:postprint).
- Data flow delay equalization for feedback control applications using 5G wireless dual connectivity. I Proc. 85th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2017. (DOI).
- High-dimensional online adaptive filtering. I , volym 50:1 av IFAC-PapersOnLine, pp 14106-14111, Elsevier, 2017. (DOI).
- Nonlinear system identification of the dissolved oxygen to effluent ammonia dynamics in an activated sludge process. I , volym 50:1 av IFAC-PapersOnLine, pp 3917-3922, 2017. (DOI).
- Constrained SPICE in Volterra–Laguerre modeling of human smooth pursuit. I Proc. 1st Conference on Control Technology and Applications, pp 13-18, IEEE, 2017. (DOI, fulltext:postprint).
- Monitoring fouling on dissolved oxygen sensors in WRRFs with active fault detection. I Proc. 12th IWA Specialized Coference on Instrumentation, Control and Automation, 2017.
- Experimental evaluation of joint position estimation using inertial sensors. I Proc. 20th International Conference on Information Fusion, pp 354-361, IEEE, Piscataway, NJ, 2017. (DOI, fulltext:preprint).
- Design of a hybrid observer for an oscillator with an intrinsic pulse-modulated feedback. I Proc. American Control Conference: ACC 2017, pp 1175-1180, American Automatic Control Council, 2017. (DOI).
- Deep Brain Stimulation therapies: a control-engineering perspective. I Proc. American Control Conference: ACC 2017, pp 104-109, IEEE, 2017. (DOI).
- Prediction Performance After Learning in Gaussian Process Regression. I Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, pp 1264-1272, PMLR, Brookline, 2017. (Full text, Reference, fulltext:postprint).
- Non-linear modelling of the dissolved oxygen to ammonium dynamics in a nitrifying activated sludge process. I Proc. 12th IWA Specialized Conference on Instrumentation, Control and Automation, pp 85-93, 2017.
- One-Bit Compressive Sampling with Time-Varying Thresholds: Maximum Likelihood and the Cramer-Rao Bound. I 2016, 50Th Asilomar Conference On Signals, Systems And Computers, Conference Record of the Asilomar Conference on Signals Systems and Computers, pp 399-403, IEEE COMPUTER SOC, 2016. (DOI).
- Frequency domain identification of autoregressive models in the presence of additive noise. I Proc WSEAS Conference on Computer Science, Rome, Italy, 2016.
- Particle-based Gaussian process optimization for input design in nonlinear dynamical models. I 2016 IEEE 55th Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 2085-2090, IEEE, New York, 2016. (DOI).
- Pulse-modulated Model of Testosterone Regulation Subject to Exogenous Signals. I 2016 IEEE 55th Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 5023-5028, IEEE, New York, 2016. (DOI).
- Capturing age-related alternations in the human smooth pursuit mechanism by Volterra models. I 2016 AMERICAN CONTROL CONFERENCE (ACC), Proceedings of the American Control Conference, pp 1289-1294, IEEE, 2016.
- Recursive nonlinear system identification using latent variables. I 25th European Research Network System Identification Workshop, 2016.
- Prediction performance after learning in Gaussian process regression. I 25th European Research Network System Identification Workshop, 2016.
- Rao-Blackwellised Particle Filter for Star-ConvexExtended Target Tracking Models. I 2016 19th International Conference on Information Fusion, pp 1193-1199, 2016. (Fulltext).
- Online prediction of spatial fields for radio-frequency communication. I Proc. 24th European Signal Processing Conference, European Signal Processing Conference, pp 1252-1256, IEEE, Piscataway, NJ, 2016. (DOI).
- Interacting Particle Markov Chain Monte Carlo. I <em>Proceedings of the 33rd International Conference on Machine Learning</em>, 2016.
- NOVIFAST: A fast non-linear least squares method for accurate and precise estimation of T1 from SPGR signals.. I , 2016.
- Computationally Efficient Bayesian Learning of Gaussian Process State Space Models. I Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, pp 213-221, 2016. (Länk till fulltext).
- Monitoring a secondary settler using Gaussian mixture models. I Proc. 9th Eurosim Congress on Modelling and Simulation, IEEE Computer Society, 2016. (DOI).
- A simplified model of an activated sludge process with a plug-flow reactor. I Proc. 9th Eurosim Congress on Modelling and Simulation, IEEE Computer Society, 2016. (DOI).
- Algae Based Wastewater Treatment Model Using The RWQM1. I Proc. IWA World Water Congress & Exhibition: 2016, 2016.
- Optimization of deep brain stimulation by means of a patient-specific mathematical model. I , 2016.
- One-bit compressive sampling with time-varying thresholds for sparse parameter estimation. I Proc. 9th Sensor Array and Multichannel Signal Processing Workshop, IEEE, Piscataway, NJ, 2016. (DOI).
- Pose estimation of cyclic movement using inertial sensor data. I Proc. 19th Statistical Signal Processing Workshop, IEEE Signal Processing Society, 2016. (DOI, fulltext:postprint).
- Accelerometer calibration using sensor fusion with a gyroscope. I Proc. 19th Statistical Signal Processing Workshop, pp 660-664, IEEE, Piscataway, NJ, 2016. (DOI, fulltext:preprint).
- A scalable and distributed solution to the inertial motion capture problem. I Proc. 19th International Conference on Information Fusion, pp 1348-1355, IEEE, 2016.
- Rate optimization for massive MIMO relay networks: A minorization-maximization approach. I Proc. 41st International Conference on Acoustics, Speech, and Signal Processing, pp 3611-3615, IEEE, Piscataway, NJ, 2016. (DOI).
- Frequency domain EIV identification combiningthe Frisch scheme and Yule-Walker equations. I European Control Conference, Linz, Austria, 2015.
- Delay-induced Dynamical Phenomena in Impulsive Goodwin's Oscillator: What We Know So Far. I 2015 54Th Ieee Conference On Decision And Control (CDC), pp 590-595, 2015.
- On Identification via EM with Latent Disturbances and Lagrangian Relaxation. I , pp 69-74, 2015. (DOI, Extern länk).
- Bayesian nonparametric identification of piecewise affine ARX systems. I , pp 709-714, 2015. (DOI, Extern länk).
- Nonlinear state space model identification using a regularized basis function expansion. I Proc. 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, pp 481-484, IEEE, Piscataway, NJ, 2015. (DOI).
- Marginalizing Gaussian process hyperparameters using sequential Monte Carlo. I Proc. 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, pp 477-480, IEEE, Piscataway, NJ, 2015. (DOI, fulltext:postprint).
- Detecting anomalous air flow-ammonia load ratios, using Gaussian process regression. I Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
- Nuclear Norms for System Identification: a direct input-output approach. I Proc. 17th IFAC Symposium on System Identification, volym 48:28 av IFAC-PapersOnLine, pp 644-649, International Federation of Automatic Control, 2015. (DOI).
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- Nonlinear state space smoothing using the conditional particle filter. I Proc. 17th IFAC Symposium on System Identification, volym 48:28 av IFAC-PapersOnLine, pp 975-980, International Federation of Automatic Control, 2015. (DOI).
- Electric field modeling and spatial control in Deep Brain Stimulation. I Proc. 54th Conference on Decision and Control, pp 3846-3851, IEEE, Piscataway, NJ, 2015. (DOI).
- Nonlinear identification of biological clock dynamics. I Proc. 54th Conference on Decision and Control, pp 602-608, IEEE, Piscataway, NJ, 2015. (DOI).
- State estimation in a delayed impulsive model of testosterone regulation by a finite-dimensional hybrid observer. I Proc. 14th European Control Conference, pp 1450-1455, IEEE, 2015. (DOI).
- A closed loop stability condition of switched systems applied to NCSs with packet loss. I Proc. 5th IFAC Workshop on Distributed Estimation and Control in Networked Systems, International Federation of Automatic Control, 2015.
- Conditions for input-output stability of discrete-time Luré systems with time-varying delays. I Proc. 54th Conference on Decision and Control, pp 7707-7714, IEEE, Piscataway, NJ, 2015.
- Design degrees of freedom in a hybrid observer for a continuous plant under an intrinsic pulse-modulated feedback. I , volym 48:11 av IFAC-PapersOnLine, pp 1080-1085, 2015. (DOI).
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- Low-frequency limitations in saturated and delayed networked control. I Proc. International Conference on Control Applications: CCA 2015, pp 569-576, IEEE, Piscataway, NJ, 2015. (DOI).
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- Implication of RF EMF exposure limitations on 5G data rates above 6 GHz. I Proc. 82nd Vehicular Technology Conference, IEEE, Piscataway, NJ, 2015. (DOI).
- Steady-state Analysis and Design of Activated Sludge Processes Including Compressive Settling. I Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
- Analyses of Activated Sludge Processes Consisting of a Plug-Flow Reactor and a Non-ideal Settler. I Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
- Fault detection of DO sensors subject to possible clogging. I Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
- Stability analysis of an adaptively sampled controller for SISO systems with nonlinear feedback. I Proc. American Control Conference: ACC 2015, pp 5353-5358, American Automatic Control Council, 2015. (DOI, fulltext:postprint).
- Parallel recursive estimation using Monte Carlo and orthogonal series expansions. I Proc. American Control Conference: ACC 2015, pp 3905-3910, American Automatic Control Council, 2015. (DOI).
- Model-based optimization of lead configurations in Deep Brain Stimulation. I Proc. 1st International Conference on Smart Portable, Wearable, Implantable and Disability-oriented Devices and Systems, pp 14-19, International Academy, Research and Industry Association (IARIA), 2015.
- Generalized Vandermonde decomposition and its use for multi-dimensional super-resolution. I Proc. International Symposium on Information Theory: ISIT 2015, pp 2011-2015, Institute of Electrical and Electronics Engineers (IEEE), Piscataway, NJ, 2015. (DOI).
- Binary classifiers applied to detect DO sensor faults during washing events. I Proc. 2nd IWA Conference on New Developments in IT & Water, IWA Publishing, 2015.
- Gaussian process regression for monitoring a secondary settler. I Proc. 2nd IWA Conference on New Developments in IT & Water, IWA Publishing, 2015.
- Frequency domain EIV identification:a Frisch Scheme approach. I IFAC 19th World Congress, 2014.
- Frequency domain maximum likelihood identificationof noisy input-output models. I IFAC 19th World Congress, 2014.
- A unified framework for EIV identification methods in the presence of mutually correlated noises. I IFAC 19th World Congress, Elsevier, 2014.
- Backward sequential Monte Carlo for marginal smoothing. I Proc. 18th Workshop on Statistical Signal Processing, pp 368-371, IEEE, Piscataway, NJ, 2014. (DOI).
- Robust auxiliary particle filters using multiple importance sampling. I Proc. 18th Workshop on Statistical Signal Processing, pp 268-271, IEEE, Piscataway, NJ, 2014. (DOI).
- Time Delay Induced Multistability and Complex Dynamics in an Impulsive Model of Endocrine Regulation. I 2014 European Control Conference (ECC), pp 2304-2309, 2014. (DOI).
- Identification of jump Markov linear models using particle filters. I Proc. 53rd Conference on Decision and Control, pp 6504-6509, IEEE, Piscataway, NJ, 2014. (DOI).
- Stimulation field coverage and target structure selectivity in field steering brain stimulation. I , 2014.
- Model accuracy for active damping of a viscoelastic beam. I Preprints of the 19th World Congress, pp 4511-4516, 2014.
- Application of machine learning methods for fault detection in wastewater treatment plants. I Reglermöte, 2014.
- Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. I Proc. 22nd European Signal Processing Conference, IEEE, Lisbon, Portugal, 2014.
- Filter Design with Hard Spectral Constraints. I Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, pp 391-395, 2014.
- Fault detection and isolation of sensors in aeration control systems. I Proc. IWA World Water Congress: 2014, IWA Publishing, 2014.
- Optimizing zone volumes in bioreactors described by Monod and Contois growth kinetics. I Proc. IWA World Water Congress: 2014, IWA Publishing, 2014.
- Steady-state analysis of simple activated sludge processes with Monod and Contois growth kinetics. I Proc. IWA Conference on Activated Sludge – 100 Years and Counting, IWA Publishing, 2014.
- Analysis of simple bioreactor models: A comparison between Monod and Contois kinetics. I Proc. IWA Conference on Activated Sludge – 100 Years and Counting, IWA Publishing, 2014.
- Accuracy of the Finite Element Method in Deep Brain Stimulation Modelling. I Proc. International Conference on Control Applications: CCA 2014, pp 1479-1484, IEEE, Piscataway, NJ, 2014. (DOI).
- NO<sub>x</sub> control for SCR systems using feedback linearisation. I 23rd ERNSI Workshop in System Identification, European Research Network System Identification, 2014.
- Localization of deep brain stimulation electrodes via metal artifacts in CT images. I Proc. 36th International Conference of the IEEE Engineering in Medicine and Biology Society, pp 1055-1058, Curran Associates, Inc., 2014. (DOI).
- Target coverage and selectivity in field steering brain stimulation. I Proc. 36th International Conference of the IEEE Engineering in Medicine and Biology Society, pp 522-525, IEEE, Piscataway, NJ, 2014. (DOI).
- Nonlinear estimation of a parsimonious Wiener model for the neuromuscular blockade in closed-loop anesthesia. I Proc. 19th IFAC World Congress, pp 9258-9264, International Federation of Automatic Control, 2014. (DOI).
- Hybrid state observer for time-delay systems under intrinsic impulsive feedback. I Proc. 21st International Symposium on Mathematical Theory of Networks and Systems, pp 977-984, University of Groningen, The Netherlands, 2014.
- Volterra modeling of the smooth pursuit system with application to motor symptoms characterization in Parkinson's disease. I 2014 European Control Conference (ECC), pp 1856-1861, IEEE, 2014. (DOI).
- Recursive identification of Hammerstein models. I Proc. American Control Conference: ACC 2014, pp 2498-2503, American Automatic Control Council, 2014. (DOI).
- Parallel recursive Bayesian estimation on multicore computational platforms using orthogonal basis functions. I Proc. American Control Conference: ACC 2014, pp 622-627, American Automatic Control Council, 2014. (DOI).
- Sparsity-Aided Radar Waveform Synthesis. I , 2014. (fulltext:postprint).
- Design of Piecewise Linear Polyphase Sequences with Good Correlation Properties. I , 2014. (fulltext:postprint).
- Search for Costas Arrays Via Sparse Representation. I , 2014. (fulltext:postprint).
- MERIT: A monotonically error-bound improving technique for unimodular quadratic programming. I Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, International Conference on Acoustics Speech and Signal Processing, pp 5656-5660, IEEE, Piscataway, NJ, 2014. (DOI, fulltext:postprint).
- Approaching peak correlation bounds via alternating projections. I Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, International Conference on Acoustics Speech and Signal Processing, pp 5317-5321, IEEE, Piscataway, NJ, 2014. (DOI).
- Minimum sidelobe beampattern design for MIMO radar systems: A robust approach. I Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 5312-5316, IEEE, Piscataway, NJ, 2014. (DOI).
- Unimodular code design for MIMO radar using Bhattacharyya distance. I Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 5282-5286, IEEE, Piscataway, NJ, 2014. (DOI, fulltext:postprint).
- Magnitude-constrained sequence design with application in MRI. I Proc. 39th IEEE International Conference on Acoustics, Speech, and Signal Processing, International Conference on Acoustics Speech and Signal Processing, pp 4943-4947, IEEE, Piscataway, NJ, 2014. (DOI).
- A max–min design of transmit sequence and receive filter. I Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 71-75, IEEE, Piscataway, NJ, 2014. (DOI, fulltext:postprint).
- Channel estimation using data embedded pilot in underwater acoustic communication. I OCEANS 2014: Taipei, IEEE Press, Piscataway, NJ, 2014. (DOI).
- Cognitive Radar Waveform Design for Spectral Coexistence in Signal-Dependent Interference. I , 2014.
- Hybrid state observer with modulated correction for periodic systems under intrinsic impulsive feedback. I , volym 12 av IFAC Proceedings Volumes, pp 119-124, 2013. (DOI).
- Errors-in-variables identification using covariance matching and structural equation modeling. I Proc. 52nd Conference on Decision and Control, pp 5852-5857, IEEE, Piscataway, NJ, 2013. (DOI).
- Model validation methods for errors-in-variables estimation. I Proc. 52nd Conference on Decision and Control, pp 3882-3887, IEEE, Piscataway, NJ, 2013. (DOI).
- Parametric and non-parametric stochastic anomaly detection in analysis of eye-tracking data. I Proc. 52nd Conference on Decision and Control, pp 2532-2537, IEEE, Piscataway, NJ, 2013. (DOI).
- Bifurcation analysis for PID-controller tuning based on a minimal neuromuscular blockade model in closed-loop anesthesia. I Proc. 52nd Conference on Decision and Control, pp 115-120, IEEE, Piscataway, NJ, 2013. (DOI).
- DIAMOND: AdvanceD data management and InformAtics for the optimuM operatiON anD control of WWTPs. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Parameter scheduling in ammonium feedback control. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Increasing the number of DO sensors for aeration control in wastewater treatment: how much is gained?. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Fault detection of sensors in aeration control systems: the airflow ratio method. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Long-term evaluation of full-scale ammonium control in three large WWTPs. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Instrumentation, Control and Automation in wastewater—from London 1973 to Narbonne 2013. I 11th IWA conference on Instrumentation, Control and Automation, 2013.
- Randomized gossip algorithms for achieving consensus on the majority vote. I Proc. 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013. (fulltext:print).
- Enhanced Capon beamformer using regularized covariance matching. I Proc. 5th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, pp 97-100, IEEE Press, Piscataway, NJ, 2013. (DOI).
- Laguerre Domain Identification of the Elementary Motion Detector Model in Insect Vision. I Adaptation and Learning in Control and Signal Processing, pp 623-628, International Federation of Automatic Control, 2013. (DOI).
- Sparse iterative adaptive approach with application to source localization. I Proceedings of the Fifth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013.
- On identification of elementary motion detectors. I Computational Models for Life Sciences: CMLS 2013, volym 1559 av AIP Conference Proceedings, pp 14-23, American Institute of Physics (AIP), Melville, NY, 2013. (DOI).
- Modeling of testosterone regulation by pulse-modulated feedback: An experimental data study. I International Symposium on Computational Models for Life Sciences: CMLS 2013, volym 1559 av AIP Conference Proceedings, pp 333-342, American Institute of Physics (AIP), Melville, NY, 2013. (DOI).
- Stochastic anomaly detection in eye-tracking data for quantification of motor symptoms in Parkinson's disease. I International Symposium on Computational Models for Life Sciences: CMLS 2013, volym 1559 av AIP Conference Proceedings, pp 98-107, American Institute of Physics (AIP), Melville, NY, 2013. (DOI).
- Self-calibrating total-mass controller for the neuromuscular blockade matching the anesthesiologists´ mindset. I Proc. 21st Mediterranean Conference on Control and Automation, pp 723-728, 2013. (DOI).
- Design of depth of anesthesia controllers in the presence of model uncertainty. I Proc. 21st Mediterranean Conference on Control and Automation, pp 213-218, 2013. (DOI).
- Joint estimation of non-coherent returns for MIMO radar. I Proc. 47th Asilomar Conference on Signals, Systems and Computers, IEEE, Piscataway, NJ, 2013.
- Robust adaptive beamforming for MIMO monopulse radar. I , 2013.
- Fast denoising techniques for transverse relaxation time estimation in MRI. I Proc. 21st European Signal Processing Conference, 2013. (PDF).
- Majorization-minimization technique for multi-static radar code design. I , 2013.
- Radar code optimization for moving target detection. I , 2013.
- A multiple model-based controller for NOx reduction in a Selective Catalytic Reduction system. I Proc. 12th European Control Conference, pp 1970-1975, IEEE, 2013.
- Three free data sets for development and benchmarking in nonlinear system identification. I Proc. 12th European Control Conference, pp 2933-2938, IEEE, 2013.
- Non-parametric analysis of eye-tracking data by anomaly detection. I Proc. 12th European Control Conference, pp 632-637, IEEE, 2013.
- State estimation in linear time-invariant systems with unknown impulsive inputs. I Proc. 12th European Control Conference, pp 1675-1680, IEEE, 2013.
- Quantification of the multiplicative uncertainty in the linearized minimally parameterized parsimonious Wiener model for the neuromuscular blockade in closed-loop anesthesia. I Proc. 21st Mediterranean Conference on Control and Automation, pp 703-708, IEEE, Piscataway, NJ, 2013. (DOI).
- Visual stimulus design in parameter estimation of the human smooth pursuit system from eye-tracking data. I Proc. American Control Conference: ACC 2013, pp 887-892, American Automatic Control Council, 2013. (DOI).
- An adaptive compression algorithm in a deterministic world. I Algorithmic Probability and Friends: Bayesian Prediction and Artificial Intelligence, volym 7070 av Lecture Notes in Computer Science, pp 299-305, Springer Berlin/Heidelberg, 2013. (DOI).
- Identification of a pulsatile endocrine model from hormone concentration data. I 2012 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA), IEEE International Conference on Control Applications, pp 356-363, 2012.
- Convergence analysis and experiments using an RPEM based on nonlinear ODEs and midpoint integration. I Proc. 51st Conference on Decision and Control, pp 2858-2865, IEEE, Piscatway, NJ, 2012. (DOI).
- Parallelization of the Kalman filter for banded systems on multicore computational platforms. I Proc. 51st Conference on Decision and Control, pp 2022-2027, IEEE, Piscataway, NJ, 2012. (DOI).
- Exactly linearizing adaptive control of propofol and remifentanil using a reduced Wiener model for the depth of anesthesia. I Proc. 51st Conference on Decision and Control, pp 368-373, IEEE, Piscataway, NJ, 2012. (DOI).
- Enhanced WCDMA fingerprinting localization using OTDOA positioning measurements from LTE. I Proc. 76th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2012. (DOI).
- LTE fingerprinting localization with altitude. I Proc. 76th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2012. (DOI).
- Model predictive zooming power control in future cellular systems under coarse quantization. I Proc. 76th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2012. (DOI).
- A map based estimator for inverse complex covariance matricies. I 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp 3369-3372, 2012. (DOI).
- Adaptive control of propofol-induced hypnosis in anesthesia using a minimally parameterized Wiener model. I Proc. Reglermöte, 2012.
- Comparing different identification approaches for the depth of anesthesia using BIS measurements. I Proc. 16th IFAC Symposium on System Identification, pp 781-785, 2012.
- Online evaluation of a changes detection algorithm for depth of anesthesia signals. I Proc. 8th IFAC Symposium on Biological and Medical Systems, pp A-0076, 2012.
- Multiple-model approach for identification and control of a Selective Catalytic Reduction system. Reglermöte 2012, Uppsala, 2012.
- Load control for multi-stage interference cancellation. I Proc. 23rd International Symposium on Personal, Indoor, and Mobile Radio Communications, pp 339-344, IEEE, Piscataway, NJ, 2012. (DOI).
- Broadband synchronization of underwater acoustic communication signals using superimposed pilots. I OCEANS, 2012 - YEOSU, OCEANS-IEEE, 2012.
- Energy efficient ammonium feedback control. I New Developments in IT & Water, 2012.
- On moving average parameter estimation. 20th European Signal Processing Conference (EUSIPCO), 27-31 Aug, 2012, Bucharest, ROmania, 2012. (Extern länk).
- Sparse spectral-line estimation for nonuniformly sampled multivariate time series: SPICE, LIKES and MSBL. I 2012 Proceedings Of The 20th European Signal Processing Conference (EUSIPCO), European Signal Processing Conference, pp 445-449, 2012. (Extern länk).
- On the Convergence Analysis of the MINLIP Estimator. I Proceedings of the 16th IFAC Symposium on System Identification, volym Vol. 16, Part 1 av System Identification, pp 482-487, 2012. (DOI).
- Design of perfect phase-quantized sequences with low peak-to-average-power ratio. I Proc. 20th European Signal Processing Conference, European Signal Processing Conference (EUSIPCO), pp 2576-2580, 2012.
- A cooperative decentralized PI control strategy: discrete-time analysis and nonlinear feedback. I Proc. 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, pp 103-108, 2012. (fulltext:postprint).
- SNR Requirements for T1 and T2 Estimation using bSSFP. I Proceedings of the ISMRM 20th annual meeting, 2012.
- Optimality of Equally-Spaced Phase Increments for Banding Removal in bSSFP. I Proceedings of the ISMRM 20th annual meeting, 2012.
- An ellipsoid based, two-stage screening test for BPDN. I Proc. 20th European Signal Processing Conference, pp 654-658, IEEE, 2012.
- Contributions to a decision support system based on depth of anesthesia signals. I Proc. 25th International Symposium on Computer-Based Medical Systems, p 6, IEEE, Piscataway, NJ, 2012. (DOI).
- An online algorithm for controlling a monotone Wiener system. I Proceedings of the 2012 24th Chinese Control and Decision Conference (CCDC), Chinese Control and Decision Conference, pp 1585-1590, IEEE, Piscataway, NJ, 2012. (DOI).
- Model order determination based on rank properties of almost singular covariance matrices. I Proc. 16th IFAC Symposium on System Identification, pp 1653-1658, International Federation of Automatic Control, 2012.
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- Control of rocuronium-induced neuromuscular blockade via online identification of a two-parameters Wiener model. I , volym 45:16 av IFAC-PapersOnLine, pp 571-576, 2012. (DOI).
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- Linear and nonlinear decoupling for inner loop power control in 3G mobile communications. I , volym 44:1 av IFAC-PapersOnLine, pp 9194-9199, 2011. (DOI).
- Applications of repetitive control in activated sludge processes. WaterMatex'11, the 8th IWA Symposium on Systems Analysis and Integrated Assessment, 2011.
- Benchmark simulation model no. 1 with a wireless sensor network for monitoring and control. Nordiwa'11, 2011.
- Nonlinear adaptive control of the neuromuscular blockade in anesthesia. I Proc. 50th Conference on Decision and Control, pp 41-46, IEEE, Piscataway, NJ, 2011. (DOI).
- A simple recursive algorithm for learning a monotone Wiener system. I Proc. 50th Conference on Decision and Control, pp 3622-3627, IEEE, Piscataway, NJ, 2011. (DOI).
- Low complexity Kalman filtering for inter-cell interference and power based load estimation in the WCDMA uplink. I Proc. 5th International Conference on Signal Processing and Communication Systems, p 10, IEEE, Piscataway, NJ, 2011. (DOI).
- Clustering and polygon merging algorithms for fingerprinting positioning in LTE. I Proc. 5th International Conference on Signal Processing and Communication Systems, p 10, IEEE, Piscataway, NJ, 2011. (DOI).
- A LEGO-Based Mobile Robotic Platform for Evaluation of Parallel Control and Estimation Algorithms. I Proc. 50th Conference on Decision and Control, pp 4548-4553, IEEE, Piscataway, NJ, 2011. (DOI, fulltext:postprint).
- Dynamic Smooth Pursuit Gain Estimation from Eye Tracking Data. I Proc. 50th Conference on Decision and Control, IEEE, Piscataway, NJ, 2011.
- Efficient Parallel Implementation of a Kalman Filter for Single Output Systems on Multicore Computational Platforms. I Proc. 50th Conference on Decision and Control, IEEE, Piscataway, NJ, 2011.
- Complex Dynamic Phenomena in a Low-Order Model of Non-Basal Testosterone Regulation. I Proc. 50th Conference on Decision and Control, IEEE, Piscataway, NJ, 2011.
- Further Results on a State Observer for Continuous Oscillating Systems under Intrinsic Pulsatile Feedback. I Proc. 50th Conference on Decision and Control, IEEE, Piscataway, NJ, 2011.
- State observer for continuous oscillating systems with pulsatile feedback. I Proc. 18th IFAC World Congress, International Federation of Automatic Control, 2011.
- Laguerre domain identification of continuous linear time delay systems from impulse response data. I Proc. 18th IFAC World Congress, International Federation of Automatic Control, 2011.
- Subspace-based frequency estimation utilizing prior information. I SSP 2011, the IEEE Workshop on Statistical Signal Processing, Nice, France, pp 533-536, IEEE, Piscataway, NJ, 2011. (DOI).
- On estimation of the gain of a dynamical system. I The 14th IEEE DSP Workshop & 6th SPE Workshop, Sedona, USA, 2011.
- Perfect root-of-unity codes with prime-size alphabet. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, International Conference on Acoustics Speech and Signal Processing ICASSP, p 3136-3139, 2011.
- Prior knowledge-based direction of arrival estimation. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic,, 2011.
- A combined linear programming-maximum likelihood approach to radial velocity data analysis for extrasolar planet detection. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, International Conference on Acoustics Speech and Signal Processing ICASSP, pp 4352-4355, 2011.
- A sparse covariance-based method for direction-of-arrival estimation. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic., International Conference on Acoustics Speech and Signal Processing ICASSP, pp 2844-2847, 2011.
- IAA spectral estimation: fast implementation using the Gohberg-Semencul factorization.. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011.
- On synthesizing cross-ambiguity functions. I ICASSP2011, the 36th International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011.
- Centralized cooperative positioning for underwater sensor networks: a weighted gradient approach. I HICSS 44, the Hawaii International Conf on System Sciences, Kauai, Hawaii., 2011.
- A compartmental model-based control strategy for NeuroMuscular Blockade level. I Proc. 18th IFAC World Congress, pp 599-604, International Federation of Automatic Control, 2011.
- Prediction error identification of minimally parameterized Wiener models in anesthesia. I Proc. 18th IFAC World Congress, pp 5615-5620, International Federation of Automatic Control, 2011.
- Signal Modeling and the Cramér-Rao Bound for Absolute Magnetic Resonance Thermometry in Fat Tissue. I Proc. 45th Asilomar Conference on Signals, Systems, and Computers, pp 80-84, 2011. (DOI).
- Nonlinear black box identification of a selective catalytic reduction system. I Proc. 18th IFAC World Congress, pp 11845-11850, International Federation of Automatic Control, 2011.
- Sedation-analgesia with propofol and remifentanil: new model for individualized BIS prediction. I Proc. American Society of Anesthesiologists Annual Meeting, 2011. (Abstract).
- Signal Processing Algorithms for Removing Banding Artifacts in MRI. I Proceedings of the 19th European Signal Processing Conference (EUSIPCO-2011), European Signals Processing Conference, pp 1000-1004, 2011. (fulltext:print).
- Identification of a discrete-time nonlinear Hammerstein-Wiener model for a selective catalytic reduction system. I Proc. American Control Conference: ACC 2011, pp 78-83, American Automatic Control Council, 2011.
- Estimation of material functions using system identification techniques. I Proc. 4th International Symposium on Advanced Control of Industrial Processes, pp 124-138, IEEE, Piscataway, NJ, 2011.
- On Robustness in Kernel Based Regression. NIPS 2010 Workshop: Robust Statistical Learning, Neural Information Processing Systems Foundation, 2010. (fulltext).
- Iterative Learning Control and Recursive Identification. Reglermöte 2010, Lund, 8–9 juni 2010, 2010. (fulltext).
- On the identification of monotone Wiener systems. I Proc. 49th Conference on Decision and Control, pp 7208-7213, IEEE, Piscataway, NJ, 2010. (DOI).
- Speedup and tracking accuracy evaluation of parallel particle filter algorithms implemented on a multicore architecture. I Proc. International Conference on Control Applications: CCA 2010, pp 440-445, IEEE, Piscataway, NJ, 2010. (DOI).
- Dynamic models with quantized output for modeling patient response to pharmacotherapy. I Proc. International Conference on Control Applications: CCA 2010, pp 1029-1034, IEEE, Piscataway, NJ, 2010. (DOI).
- Estimation of dynamic models with output quantization applied to drug response modeling. Reglermöte 2010, Lund, 2010.
- Iterative adaptive approach for wide-band active sonar array processing. I IEEE Oceans 2010 Conference, Sydney, Australia, 2010.
- A new sparse sensing approach for MIMO radar imaging. I The 8th European Conference on Synthetic Aperture Radar, Aachen, Germany, 2010.
- MIMO radar sparse angle-Doppler imaging for ground moving target indication. I IEEE International Radar Conference, Washington DC, USA, 2010.
- Modeling radial velocity signals for exoplanet search applications. I The 7th International Conference on Informatics in Control, Automation and Robotics, Madeira, Portugal, 2010.
- Waveform design with stopband and correlation constraints for cognitive radar. I The 2nd International Workshop on Cognitive Information Processing, Elba, Italy, 2010.
- Efficient sparse Bayesian learning via Gibbs sampling. I the 35th International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010.
- Mathematical modeling and grey-box identification of the human smooth pursuit mechanism. I Proc. International Conference on Control Applications: CCA 2010, pp 1023-1028, IEEE, Piscataway, NJ, 2010. (DOI).
- Wideband MIMO waveform design for transmit beampattern synthesis. I The 5th IEEE Waveform Diversity and Design Conference, Niagara Falls, Canada, 2010.
- An iterative adaptive approach for blood velocity estimation using ultrasound. I The 18th European Signal Processing Conference, Aalborg, Denmark, 2010.
- On optimal input signal design for frequency response estimation. I The 49th IEEE Conference on Decision and Control, Atlanta, USA, 2010.
- A new method for moving-average parameter estimation. I Proc. 44th Asilomar Conference on Signals, Systems and Computers, pp 1817-1820, IEEE, Piscataway, NJ, 2010. (DOI).
- Errors-in-variables identification using a generalized instrumental variable estimation method. I Proc. 49th Conference on Decision and Control, pp 322-327, IEEE, Piscataway, NJ, 2010. (DOI).
- Asymptotic accuracy of covariance function based errors-in-variables system parameter estimates. I Proc. 49th Conference on Decision and Control, pp 328-333, IEEE, Piscataway, NJ, 2010. (DOI).
- Sub-optimal networked system identificationbased on covariance functions. I NecSys '10, 2nd IFAC Workshop on Distributed Estimationand Control in Networked Systems, 2010.
- System identification for the errors-in-variables problem. I UKACC International Conference on CONTROL 2010, 2010.
- Asymptotic accuracy of covariance function based identifying errors-in-variables systemparameter estimates. I Reglermöte 2010 (National Conference on Control), 2010.
- Errors-in-variables identification using a generalized instrumental variable estimation method. I Reglermöte 2010 (National Conference on Control), 2010.
- Resource efficient operation of a class of wastewater treatment processes. I Proc. 2nd IWA Water and Energy Conference, pp 96-97, International Water Association, 2010.
- A regional Swedish consortium for research and education: Demand-driven research within wastewater and sludge management. I Proc. 2nd IWA Water and Energy Conference, pp 100-101, International Water Association, 2010.
- Learning control applied to continuous wastewater treatment systems: an initial study. I Proc. 2nd IWA Water and Energy Conference, pp 98-99, International Water Association, 2010.
- Merging PK/PD information in a minimally parameterized model of the NeuroMuscular Blockade. I Proc. 32nd International Conference of the IEEE Engineering in Medicine and Biology Society, pp 4602-4605, IEEE, Piscataway, NJ, 2010. (DOI).
- Improved non-parametric sparse recovery with data matched penalties. I Proc. 2nd International Workshop on Cognitive Information Processing, pp 46-51, IEEE, Piscataway, NJ, 2010. (DOI).
- Efficient adaptive filtering for smooth linear FIR models. I Proc. 18th European Signal Processing Conference, pp 2136-2140, European Association for Signal Processing, 2010. (fulltext).
- Contributions to the initialization of online identification algorithms for anæsthesia: the NeuroMuscular Blockade case study. I Proc. 18th Mediterranean Conference on Control and Automation, pp 1341-1346, IEEE, Piscataway, NJ, 2010. (DOI).
- Recursive prediction error identification and scaling of non-linear systems with midpoint numerical integration. I 2010 American Control Conference: ACC 2010, Proceedings of the American Control Conference, pp 4510-4515, 2010.
- Online nonlinear identification of the effect of drugs in anæsthesia using a minimal parameterization and BIS measurements. I Proc. American Control Conference: ACC 2010, pp 4379-4384, American Automatic Control Council, 2010.
- Emergency call delivery standards impair cellular positioning accuracy. I Proc. International Conference on Communications: ICC 2010, pp 4655-4660, IEEE, Piscataway, NJ, 2010. (DOI).
- On the use of a clinical kernel in survival analysis. I Proc. 18th European Symposium on Artificial Neural Networks, pp 451-456, d-side publications, Evere, Belgium, 2010.
- Three-degree of freedom adaptive power control for CDMA cellular systems. I Proc. 28th Global Telecommunications Conference, pp 2793-2798, IEEE Communications Society, 2009. (DOI).
- AECID fingerprinting positioning performance. I Proc. 28th Global Telecommunications Conference, pp 2767-2772, IEEE Communications Society, 2009. (DOI).
- Une méthode optimale pour l'estimation des directions d'arrivées basée sur des connaissances a priori. I Proc. XXII Colloque GRETSI, p 4, 2009. (fulltext).
- An IQML type algorithm for AR parameter estimation from noisy covariance sequences. I Proc. 17th European Signal Processing Conference, pp 1022-1026, European Association for Signal Processing, 2009.
- An optimal prior knowledge-based DOA estimation method. I Proc. 17th European Signal Processing Conference, pp 869-873, European Association for Signal Processing, 2009.
- On MIMO radar transmission schemes for ground moving target indication. I Proc. 43rd Asilomar Conference on Signals, Systems and Computers, pp 1171-1175, IEEE, Piscataway, NJ, 2009. (DOI).
- Construction of unimodular sequence sets for periodic correlations. I Proc. 43rd Asilomar Conference on Signals, Systems and Computers, pp 136-140, IEEE, Piscataway, NJ, 2009. (DOI).
- A new input/output pairing strategy based on linear quadratic Gaussian control. I Proc. International Conference on Control and Automation: ICCA 2009, pp 978-982, IEEE, Piscataway, NJ, 2009. (DOI).
- A simple model for the identification of drug effects. I Proc. 6th International Symposium on Intelligent Signal Processing, pp 269-273, IEEE, Piscataway, NJ, 2009. (DOI).
- Scenario-based EM identification for FIR systems having quantized output data. I Proc. 15th IFAC Symposium on System Identification, pp 66-71, International Federation of Automatic Control, 2009.
- Continuous-time errors-in-variables system identification through covariance matching without input signal modeling. I 2009 American Control Conference, St. Louis, Missouri, USA, June 10-12, 2009., 2009.
- Sampling approximations for continuous-time identification. I SYSID 2009, IFAC 15th Symposium on System Identification, Saint-Malo, France, July 6-8, 2009., 2009.
- Sampled Data Errors in Variables Systems.. I SYSID 2009, IFAC 15th Symposium on System Identification, Saint-Malo, France, July 6-8, 2009., 2009.
- Validation of wave propagation modles used in nonparametric identification of viscoelastic materials. I SYSID 2009, IFAC 15th Symposium on System Identification, Saint-Malo, France, July 6-8, 2009., 2009.
- Identifying errors-in-variables systems by using a covariance matching approach. I SYSID 2009, IFAC 15th Symposium on System Identification, Saint-Malo, France, July 6-8, 2009, 2009.
- RTT positioning in WCDMA. I Proc. 5th International Conference on Wireless and Mobile Communications, pp 303-308, IEEE Computer Society, 2009. (DOI).
- Skin T1 Mapping at 1.5T, 3T, and 7T. I Proceedings of the ISMRM 2009, Honolulu, Hawaii, USA, 2009.
- NQR-Based Explosives Detection: An Overview. I Proceedings of the 9th International Symposium on Signals, Circuits and Systems, Iasi, Romania, July 9-10, 2009, 2009.
- Spectral Estimation of Damped Sinusoids in the Case of Irregularly Sampled Data. I Proceedings of the 9th International Symposium on Signals, Circuits and Systems, Iasi, Romania, July 9-10, 2009, 2009.
- On estimation of cascade systems with common dynamics. I 15th IFAC Symposium on System Identification, Saint-Malo, France, 2009, 2009.
- Missing data recovery via a nonparametric iterative adaptive approach. I Proceedings of the 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing: April 19 - 24, 2009, Taipei, Taiwan, 2009.
- Unimodular sequence design for good autocorrelation properties. I Proceedings of the 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing: April 19 - 24, 2009, Taipei, Taiwan, 2009.
- MIMO radar angle-range-doppler imaging. I IEEE Radar Conference, Pasadena, CA, USA, 2009, 2009.
- Unimodular sequence sets with good correlations for MIMO radar. I IEEE Radar Conference, Pasadena, CA, USA, 2009, 2009.
- Probing waveform synthesis and receive filter design for active sensing systems. I SPIE Defense, Security and Sensing Conference, Orlando, FL, USA, 2009, 2009. (DOI).
- MIMO radar angle-doppler imaging via iterative space-time adaptive approach. I 4th IEEE International Waveform Diversity and Design Conference, Orlando, FL, USA, 2009, 2009.
- Spectral Analysis of Non-Uniformly Sampled Data: A New Approach Versus the Periodogram. I IEEE Digital Signal Processing Workshop, Marco Island, FL, USA, 2009, pp 375-380, 2009. (DOI).
- Iterative Space-Time Adaptive Processing. I IEEE Digital Signal Processing Workshop, Marco Island, FL, USA, 2009, pp 440-445, 2009. (DOI).
- Detection and Classification of Liquid Explosives Using NMR. I Proceedings of the 2009 IEEE International Conference on Acoustics, Speech, and Signal Processing: April 19 - 24, 2009, Taipei, Taiwan, pp 3053-3056, 2009. (DOI).
- On the tradeoff between feedback properties and disturbance attenuation for a cantilever beam system. I Reglermöte 2008: Proceedings, volym 2008:21 av Research report / Luleå University of Technology, pp 83-89, 2008. (Extern länk).
- Accuracy analysis of time-domain maximum likelihood method and sample maximum likelihood method for errors-in-variables identification. I Proc. 17th IFAC World Congress, International Federation of Automatic Control, 2008.
- Feedforward design for a mechanical system with marginally stable inverse. I Proc. 17th IFAC World Congress, International Federation of Automatic Control, 2008.
- Statistical analysis of a third-order cumulants based algorithm for discrete-time errors-in-variables identification. I Proc. 17th IFAC World Congress, International Federation of Automatic Control, 2008.
- Comparison of three Frisch methods for errors-in-variables identification. I Proc. 17th IFAC World Congress, International Federation of Automatic Control, 2008.
- Sparse signal representation for MIMO radar imaging. I Proceedings of the 42nd Asilomar Conference on Signals, Systems, and Computers: Oct 26-29, 2008, Pacific Grove, California, USA, 2008.
- Review of User Parameter-Free Robust Adaptive Beamforming Algorithms. I Proceedings of the 42nd Asilomar Conference on Signals, Systems, and Computers: Oct 26-29, 2008, Pacific Grove, California, USA, 2008.
- Nonparametric and Sparse Signal Representations in Array Processing via Iterative Adaptive Approaches. I Proceedings of the 42nd Asilomar Conference on Signals, Systems, and Computers: Oct 26-29, 2008, Pacific Grove, California, USA, 2008.
- Spectrum labeling for cognitive radio systems: candidate spectral estimation. I 1st IAPR (International Association for Pattern Recognition) Worshop on Cognitive Information Processing, CIP 08, Santorini, Greece, 2008, 2008.
- Spatial power spectrum estimation using the Pisarenko framework. I 16th European Signal Processing Conference, EUSIPCO 2008, Lausanne, Switzerland, 2008.
- Sparsity constrained deconvolution approaches for acoustic source mapping. I 14th AIAA/CEAS Aeroacoustics Conference (29th AIAA Aeroacoustics Conference), Vancouver, Canada, 2008, 2008.
- User parameter free approaches to multistatic adaptive ultrasound imaging. I ISBI 2008, the IEEE International Symposium on Biomedical Imaging, Paris, France, 2008, pp 1287-1290, 2008. (DOI).
- ARMA parameter estimation: Revisiting a cepstrum-based method. I Proceedings of the 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing: March 30 - April 4, 2008, Las Vegas, Nevada, USA, pp 3685-3688, 2008. (DOI).
- New spectral estimation based on filterbank for spectrum sensing. I Proceedings of the 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing: March 30 - April 4, 2008, Las Vegas, Nevada, USA, pp 3509-3512, 2008. (DOI).
- Knowledge-aided adaptive beamforming. I Proceedings of the 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing: March 30 - April 4, 2008, Las Vegas, Nevada, USA, pp 2337-2340, 2008. (DOI).
- Transmit codes and receive filters for pulse compression radar systems. I 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, International Conference on Acoustics Speech and Signal Processing (ICASSP), pp 3649-3652, 2008. (DOI).
- Fully automatic computation of diagonal loading levels for robust adaptive beamforming. I Proceedings of the 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing: March 30 - April 4, 2008, Las Vegas, Nevada, USA, pp 2325-2328, 2008. (DOI).
- MIMO radar receiver design. I Proceedings of the 2008 IEEE Radar Conference: 26-30 May 2008, Rome, Italy, pp 1-6, 2008. (DOI).
- MIMO Radar Waveform Synthesis. I Proceedings of the 2008 IEEE Radar Conference: 26-30 May 2008, Rome, Italy, pp 1-6, 2008. (DOI).
- Optimal Preconditioning for Interpolation of Missing Data in a Band-Limited Sequence. I Proc. 42nd Asilomar Conference on Signals, Systems and Computers, pp 561-565, IEEE, Piscataway, NJ, 2008. (DOI).
- Comparison of some Gramian based interaction measures. I Proc. International Conference on Computer-Aided Control Systems: CACSD 2008, pp 138-143, IEEE, Piscataway, NJ, 2008. (DOI).
- Frequency content in an axially impacted bar subject to boundary conditions. I Proc. 17th IFAC World Congress, International Federation of Automatic Control, 2008.
- Automatic cepstrum-based smoothing of the periodogram via cross-validation. I Proc. 16th European Signal Processing Conference, European Association for Signal Processing, 2008.
- On denoising via penalized least-squares rules. I Proc. International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2008, volym 33 av International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp 3705-3708, IEEE, Piscataway, NJ, 2008. (DOI).
- On the reconstruction of gapped sinusoidal data. I Proc. International Conference on Acoustics, Speech, and Signal Processing: ICASSP 2008, volym 33 av International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp 3513-3516, IEEE, Piscataway, NJ, 2008. (DOI).
- Design and Analysis of a Nonlinear Observer for a Hydraulic Servo System. I Proceedings of 7:th IFAC Symposium on Nonlinear Control Systems, 2007.
- MIMO SAR imaging: signal synthesis and receiver design.. I The 2nd International Workshop on Computational Advances in Multi-Sensor Adaptive Processing,, 2007.
- On incorporating a priori knowledge in space-time adaptive processing.. I ASAP07: The 5th Adaptive Sensor Array Processing Workshop, 2007.
- On sequences with good correlation properties: A new perspective. I Proceedings of the 2007 IEEE Information Theory Workshop on Information Theory for Wireless Networks, pp 52-56, 2007.
- MIMO transmit beamforming under uniform elemental power constraint.. I SPAWC 2007: The 8th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2007.
- Waveform synthesis for diversity-based beampattern design.. I The IEEE Workshop on Statistical Signal Processing, 2007.
- Parameter estimation and number detection of MIMO radar targets.. I 41st ASILOMAR Conference on Signals, Systems and Computers., 2007.
- Signal power estimation via vector and matrix approaches.. I 41st ASILOMAR Conference on Signals, Systems and Computers., 2007.
- Knowledge-aided space-time adaptive processing. I 41st ASILOMAR Conference on Signals, Systems and Computers., 2007.
- Convergence Analysis of a Recursive Identification Algorithm for Nonlinear ODE Models with a Restricted Black-box Parameterization. I 46th IEEE Conference on Decision and Control Proceedings, 2007.
- A Frisch Scheme for Correlated Output Noise Errors-in-Variables Identification. I European Control Conference, ECC'07, 2007.
- Separation of One-dimensional Waves - a Stochastic Systems Approach. I CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5, pp 661-665, 2007.
- Reduction of amplitude dependent gain variations in control of non-linear Wiener type systems. I , volym 40:12 av IFAC-PapersOnLine, pp 336-341, 2007. (DOI).
- Criteria and time horizon in feedforward MPC for non-linear systems with time delays. I , volym 40:12 av IFAC-PapersOnLine, pp 782-787, 2007. (DOI).
- Robust NQR Signal Detection. I Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing: April 15-20, 2007, Honolulu, Hawaii, USA, 2007.
- Efficient Algorithms for Computing the Capon and APES Filters. I CONFERENCE RECORD OF THE FORTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1-5, pp 427-430, 2007.
- Estimation of uplink WCDMA load in a single RBS. I Proc. 66th Vehicular Technology Conference, pp 1499-1503, IEEE, Piscataway, NJ, 2007. (DOI).
- Automatic robust adaptive beamforming via ridge regression. I 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3, volym 2 av International Conference on Acoustics Speech and Signal Processing (ICASSP), pp 965-968, 2007.
- KRONECKER STRUCTURED COVARIANCE MATRIX ESTIMATION. I International Conference on Acoustics, Speech, and Signal Processing: April 15-20, 2007, Honolulu, Hawaii, USA, 2007.
- Waveform Optimization for MIMO Radar: A Cramer-Rao Bound Based Study. I International Conference on Acoustics, Speech, and Signal Processing: April 15-20, 2007, Honolulu, Hawaii, USA, 2007.
- The Multi-Pitch Estimation Problem: Some New Solutions. I International Conference on Acoustics, Speech, and Signal Processing: April 15-20, 2007, Honolulu, Hawaii, USA, 2007. (To appear.)
- Empirical Bayes linear regression with unknown model order. I 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol III, Pts 1-3, Proceedings, volym 3 av International Conference on Acoustics Speech and Signal Processing (ICASSP), pp 773-776, 2007. (DOI).
- Enhanced covariance matrix estimators in adaptive beamforming. I 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol II, Pts 1-3, volym 2 av International Conference on Acoustics Speech and Signal Processing (ICASSP), pp 969-972, 2007.
- Kalman filtering for black-box identification of nonlinear ODE models. I Proc. Reglermöte, 2006.
- Automatic Smoothing of Periodograms. I Proceedings of the 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing: May 14-19, 2006, Toulouse, France, 2006.
- Adaptive arrays for broadband communications in the presence of co-channel interference. I 40th ASILOMAR Conference on Signals, Systems and Computers, 2006.
- Single differential modulation and detection for MPSK in the presence of unknown frequency offset. I 40th ASILOMAR Conference on Signals, Systems and Computers, 2006.
- On probing pulse design for MIMO radar. I 40th ASILOMAR Conference on Signals, Systems and Computers, 2006.
- Relay control of the steel converter process by means of cooling additives. I International Conference "Physics and Control" (PhysCon 2005), 2006.
- Model-based cavity shape estimation in a gas-liquid system with nonuniform image sampling. I Proceedings of the 1st international conference on computer vision theory and applications, 2006.
- Cavity shape dynamical modelling and estimation in the converter. I Proceedings of International symposium on advanced °uid/solid science and technology in experimental mechanics, 2006.
- Model-based slopping monitoring by change detection. I Proceedings of IEEE Conference on Control Applications,, 2006.
- Guaranteed convergence rate for linear-quadratic optimal time-varying observers. I Conference on Decision and Control, CDC, 2006.
- On observability and controllability of faulty induction machines. I 25th American Control Conference ACC, 2006.
- Idealized two-axis model of induction machines under rotor fault. I 1st IEEE Conference on Industrial Electronics and Applications ICIEA, 2006.
- Experimental validation of idealized two-axis models of faulty induction machines. I 25th American Control Conference ACC, 2006.
- Possibilities in using skin texture based image registration for movement analysis. I Ninth International Symposium On the 3D Analysis of Human Motion, 2006. (Extern länk).
- An approach to sparse model selection and averaging. I Conference Record of the 2006 IEEE Instrumentation and Measurement Technology Conference (IMTC 2006): Sorrento, Italy 24-27 April 2006, 2006.
- Optimal correction of an indefinite MA spectral density matrix. I Proceedings of the 21st European Conference on Operational Research (EURO 2006), 2006.
- On multi-static adaptive microwave imaging methods for early breast cancer detection. I Proceedings of the 31th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), 2006.
- Radar imaging via adaptive MIMO techniques. I Proceedings of the 14th European Signal Processing Conference (EUSIPCO 2006), 2006.
- MIMO Radar: diversity means superiority. I Proceedings of the 4th Adaptive Sensor Array Processing Workshop (ASAP 2006), 2006.
- Adaptive techniques for MIMO radar. I Proceedings of the 4th IEEE Workshop on Sensor Array and Multi-Channel Processing (SAM 2006), 2006.
- Frequency-Selective Magnetic Resonance Spectroscopy using Prior Information for Data with Low Signal to Noise Ratio. I Proceedings of the 18th international BIOSIGNAL conference, 2006.
- Signal Parameter Estimation using Multichannel Magnetic Resonance Spectroscopy Analysis of In-Vivo 1H Data. I Proceedings of the 18th international BIOSIGNAL conference, 2006.
- On Total-Variance Reduction via Thresholding-Based Spectral Analysis. I Proceedings of the 31st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2006.
- Cepstrum Thresholding Scheme for Nonparametric Estimation of Smooth Spectra. I Proceedings of the IEEE Instrumentation and Measurement Technology Conference (IMTC), 2006.
- Nonparametric identification of complex modulus using a non-equilibrium SHPB procedure. I Proc. 14th IFAC Symposium on System Identification, pp 1318-1323, International Federation of Automatic Control, 2006. (DOI).
- A separable nonlinear least-squares approach for identification of linear systems with errors in variables. I 14th IFAC Symposium on System Identification, 2006.
- Using continuous-time modeling for errors-in-variables identification. I 14th IFAC Symposium on System Identification, 2006.
- On computing the Cramer-Rao bound and covariance matrices for PEM estimates in linear state space models. I 14th IFAC Symposium on System Identification, 2006.
- Parameter Estimation and Order Selection for Linear Regression Problems. I 14th European Signal Processing Conference (EUSIPCO), 2006.
- Linear regression with a sparse parameter vector. I Conference Record of the 31st International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2006.
- Constrained ODE modeling and Kalman filtering for recursive identification of nonlinear systems. I , volym 39:1 av IFAC-PapersOnLine, pp 997-1002, 2006. (DOI).
- Gas jet impinging on liquid surface: Cavity shape modelling and video-based estimation. I in IFAC World Congress, 2005.
- Stationary behavior of an anti-windup scheme for recursive parameter estimation under lack of excitation. I in IFAC World Congress, 2005.
- Optimal sensor locations for nonparametric identification of viscoelastic materials. I Proc. IFAC 16th World Congress, 2005.
- Identification of linear systems with errors in variables using separable nonlinear least squares. I Proc of 16:th IFAC World Congress, 2005.
- Improvement of fault detection method for nonlinear black-box systems based on multi-form quasi-ARMAX modeling. I Proc. 16th IFAC World Congress, 2005.
- Parameter estimation with missing data via equalization-maximization. I ICASSP 2005, the 30th International Conference on Acoustics, Speech and Signal Processing, Philadelphia, PA, 2005.
- Two-dimensional nonparametric spectral analysis in the missing data case. I ICASSP 2005, the 30th International Conference on Acoustics, Speech and Signal Processing, Philadelphia, PA, 2005.
- Time reversal and zero-forcing equalization for fixed wireless access channels. I 39th ASILOMAR Conference on Signals, Systems and Computers, Pacific Grove, CA, 2005.
- Time reversal and zero forcing for WLAN applications. I The Wireless Personal Multimedia Communications Conf. WPMC 05, Aalborg, Denmark, 2005.
- Microwave imaging via adaptive beamforming methods for breast cancer detection. I Progress in Electromagnetics Research Symposium, 2005.
- Applications of Coupling Analysis on Bioreactor Models. I Proceedings of 16th IFAC World Congress, 2005.
- Sub-Band Cramer-Rao Bounds for Frequency-Selective Spectral Analysis. I Proceedings of the 39th Asilomar Conference on Signals, Systems, and Computers, pp 1439-1442, 2005.
- Frequency-Selective Analysis of Multichannel Magnetic Resonance Spectroscopy Data. I Proceedings of the 27th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2005.
- Optimal Bayesian RAKE receiver for sparse channels. I Conference Record of the 39th Asilomar Conference on Signals, Systems, and Computers, 2005.
- Stationary behaviour of an anti-windup scheme for recursive parameter estimation under lack of excitation. I Proceedings of the 16th IFAC World Congress, 2005.
- Gas jet impinging on liquid surface: Cavity shape modelling and video based estimation. I Proceedings of the 16th IFAC World Congress, 2005.
- Convergence of bias-eliminating least squares methods for errors-in-variables identification. I Proc. 44th IEEE CDC/European Control Conference, 2005.
- Identification of dynamic errors-in-variables systems with periodic data. I Proc. IFAC 16th World Congress, 2005.
- Accuracy analsyis of the Frisch estimates for identifying errors-in-variables systems. I Proc. 44th IEEE CDC/European Control Conference, 2005.
- Nonlinear identification of a solar heating system. I Proceedings of the 2005 IEEE International Conference on Control Application, pp 1491-1497, 2005.
- Nonlinear identification of an anaerobic digestion process. I Proceedings of the 2005 IEEE International Conference on Control Applications, pp 137-142, 2005.
- Recursive identification based on nonlinear state space models applied to drum-boiler dynamics with nonlinear output equations. I Proc. American Control Conference: ACC 2005, pp 5066-5072, American Automatic Control Council, 2005. (DOI).
- Scaling of the sampling period in nonlinear system identification. I Proc. American Control Conference: ACC 2005, pp 5058-5065, American Automatic Control Council, 2005. (DOI).
- The Cramer-Rao bound for estimation of continuous-time ARX parameters from irregularly sampled data. I Proc IFAC 16th World Congress, 2005.
- Bias analysis in LS estimation of periodic signals using nonlinear ODE's. I Proc IFAC 16th World Congress, 2005.
- Modeling and control of a viscoelastic piezolaminated beam. I Proc. IFAC 16th World Congress, 2005.
- Windup properties of recursive parameter estimation algorithms in acoustic echo cancellation. I , volym 38:1 av IFAC-PapersOnLine, pp 113-118, 2005. (DOI).
- Identification of dynamic errors-in-variables systems with periodic data. I Reglermöte 2004, National Conference on Control, 2004.
- Objective assessment in cervical dystonia. I Proceedings from ESMAC 13th Annual Meeting of European Society of Movement Analysis of Adult and Children, 2004.
- Steel converter process control with cooling additives. I 6th IFAC Symposium on Nonlinear Control Systems: NOLCOS 2004, 2004.
- Saturation induced limit cycles in observer-based feedback control. I IFAC Workshop on Periodic Control Systems (PSYCO 2004), pp 351-356, 2004.
- A virtual reality comparison between different camera solutions for use in human motion analysis: High resolution or many cameras?. I Eigth international symposium on the 3-D analysis of human movement, pp 73-76, 2004.
- Cavity depth and diameter estimation in the converter process water model. I Association for Iron & Steel Technology Conference Proceedings, 2004.
- Strategic User Centred Systems Design in the Organization. I 7th International Conference on Work with Computing Systems, WWCS 2004, 2004.
- Making IT Happen - Strategic User Centred Systems Design in Organizations. I 1st Indian National Conference on Human Computer Interaction, 2004.
- The Virtual Forest. I Sigrad Conference 2004, p 61, 2004.
- GPU-assisted Surface Reconstruction and Motion Analysis from Range Scanner Data. I Sigrad Conference 2004, pp 52-52, 2004.
- Real-time Rendering of Accumulated Snow. I Sigrad Conference 2004, pp 25-32, 2004.
- Development of a Virtual Laboratory System for Science Education and the Study of Collaborative Action. I AACE ED Media Conference 2004, pp 21-26, 2004.
- Improved Diffuse Anisotropic Shading. I Sigrad Conference 2004, pp 57-58, 2004.
- Nonparametric spectral analysis with missing data via the EM algorithm. I 38th ASILOMAR Conf. on Signals, Systems and Computers, 2004.
- A capon-like spatial spectrum estimator for correlated sources. I 12th European Signal Processing Conference: EUSIPCO 2004, 2004.
- The heurnistic, GLRT and MAP detectors for double differential modulation are identical. I 5th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2004.
- Subspace-based MRS data quatitation of multiplets using prior knowledge. I 12th meeting of the International Society for Magnetic Resonance in Medicine, 2004.
- Versatile robust capon beamforming: theory and applications. I 3rd IEEE Sensor Array and Multichannel Signal Processing Workshop: (SAM 2004), 2004.
- Rank deficient robust capon beamforming for complex spectral estimation. I Conf. on Algorithms for SAR Imagery, SPIE´s AeroSense, 2004.
- A soft-detector based on multiple symbol detection for double differential modulation. I ICASSP 2004 29th International Conference on Acoustics , Speach and Signal Processing,, 2004.
- Linearization of Static Input Nonlinearities. I Proceedings of Reglermöte 2004, 2004.
- MPC for discrete-time bilinear systems. I Proceedings of Reglermöte 2004, 2004.
- Least squares periodic signal modeling using orbits of nonlinear ODE's and fully automated spectral analysis. I Preprint of Reglermöte, Gothenburg, Sweden, May 26-27, 2004.
- Least squares periodic signal modeling using orbits of nonlinear ODE's and fully automated spectral analysis. I Proc 6th IFAC Symposium on Nonlinear Control Systems, 2004.
- Fast and approximate estimation of continuous-time stochastic signals from discrete-time data. I ICASSP 2004, 2004.
- A model averaging approach for equalizing sparse communication channels. I Conference Record of the 38th Asilomar Conference on Signals, Systems, and Computers, pp 677-681, 2004.
- Frequency-selective SVD-based magnetic resonance spectroscopy with prior knowledge. I Conference Record of the 38th Asilomar Conference on Signals, Systems, and Computers, 2004.
- Adaptive equalization for frequency-selective channels of unknown length. I IEEE Global Telecommunications Conference (Globecom), vol. 2, (Dallas, Texas, USA), 2004.
- Modeling and control of a viscoelastic piezolaminated beam. I Reglermöte 2004 (National Conference on Control), 2004.
- Periodic signal analysis using orbits of nonlinear ODEs based on the Markov estimate. I , volym 37:12 av IFAC-PapersOnLine, pp 367-372, 2004. (DOI).
- Relationships Between the Hoof Retardation Pattern of the Forelimb and Hind Limb at the Trot. I International Workshop of Equine Locomotion, Michigan, May 2004., 2004.
- Comparative study of three recursive parameter estimation algorithms with application to acoustic echo cancellation. I Proc. Reglermöte, 2004.
- Location coverage and sensitivity with A-GPS. I Proc. 18th URSI International Symposium on Electromagnetic Theory, pp 361-363, URSI, Ghent, Belgium, 2004.
Doktorsavhandlingar
- Tailoring Gaussian processes and large-scale optimisation. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2146, Acta Universitatis Upsaliensis, Uppsala, 2022. (fulltext, preview image).
- Robust machine learning methods. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2147, Acta Universitatis Upsaliensis, Uppsala, 2022. (fulltext, preview image).
- Deep probabilistic models for sequential and hierarchical data. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 2139, Acta Universitatis Upsaliensis, Uppsala, 2022. (fulltext, preview image, fulltext).
- Sensor Fault Detection and Process Monitoring in Water Resource Recovery Facilities. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 145, Acta Universitatis Upsaliensis, Uppsala, 2021. (fulltext, preview image, errata).
- Hybrid observers for systems with intrinsic pulse-modulated feedback. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1812, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
- Machine learning with state-space models, Gaussian processes and Monte Carlo methods. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1709, Acta Universitatis Upsaliensis, Uppsala, 2018. (fulltext, preview image).
- Model-based optimization for individualized deep brain stimulation. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1659, Acta Universitatis Upsaliensis, Uppsala, 2018. (fulltext, preview image).
- Modeling and identification of nonlinear and impulsive systems. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 127, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Identification using Convexification and Recursion. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 123, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Input-Output Stability Analysis of Networked Control Systems. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 119, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
- Identification Techniques for Mathematical Modeling of the Human Smooth Pursuit System. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 115, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Contributions to Signal Processing for MRI. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 113, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Parallel Stochastic Estimation on Multicore Platforms. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 111, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
- Nonlinear Modeling and Feedback Control of Drug Delivery in Anesthesia. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1187, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Modelling and Control Methods with Applications to Mechanical Waves. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1174, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Signal Design for Active Sensing and Communications. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 108, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Nonlinear System Identification and Control Applied to Selective Catalytic Reduction Systems. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 106, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Ammonium Feedback Control in Wastewater Treatment Plants. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 104, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- On Identification of Biological Systems. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1117, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
- Spectral Analysis of Nonuniformly Sampled Data and Applications. Doktorsavhandling, , Uppsala universitet, 2012. (fulltext).
- Interaction Analysis in Multivariable Control Systems: Applications to Bioreactors for Nitrogen Removal. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 92, Acta Universitatis Upsaliensis, Uppsala, 2010. (fulltext, errata).
- Signal Processing for Spectroscopic Applications. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 91, Acta Universitatis Upsaliensis, Uppsala, 2010. (fulltext).
- Viscoelastic Materials: Identification and Experiment Design. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 90, Acta Universitatis Upsaliensis, Uppsala, 2010. (fulltext).
- Estimating Human Limb Motion Using Skin Texture and Particle Filtering. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 568, Universitetsbiblioteket, Uppsala, 2008. (fulltext, cover).
- Analysis of Some Methods for Identifying Dynamic Errors-in-variables Systems. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 78, Acta Universitatis Upsaliensis, Uppsala, 2008. (cover).
- Estimation and Control of Resonant Systems with Stochastic Disturbances. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 74, Acta Universitatis Upsaliensis, Uppsala, 2008. (fulltext).
- Nonlinear Identification and Control with Solar Energy Applications. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 73, Institutionen för informationsteknologi, Uppsala, 2008. (fulltext).
- Parameter and State Estimation with Information-rich Signals. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 368, Acta Universitatis Upsaliensis, Uppsala, 2007. (fulltext, cover).
- Model Selection and Sparse Modeling. Doktorsavhandling, , Institutionen för informationsteknologi, Uppsala, 2007.
- Advanced Spectral Analysis with Applications. Doktorsavhandling, , Institutionen för informationsteknologi, Uppsala, 2007.
- Estimation Problems in Array Signal Processing, System Identification, and Radar ImageryEstimeringsproblem inom arraysignalbehandling, systemidentifiering och radar. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 68, Acta Universitatis Upsaliensis, Uppsala, 2006.
- Modeling and Control of Bilinear Systems: Application to the Activated Sludge Process. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 65, Acta Universitatis Upsaliensis, Uppsala, 2005. (fulltext).
- Control of Nitrogen Removal in Activated Sludge Processes. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 64, Acta Universitatis Upsaliensis, Uppsala, 2005. (fulltext).
- Active Vibration Control of Multibody Systems: Application to Automotive Design. Doktorsavhandling, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 59, Institutionen för informationsteknologi, Uppsala, 2005. (fulltext).
- Nonlinear Approaches to Periodic Signal Modeling. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 59, Acta Universitatis Upsaliensis, Uppsala, 2005. (fulltext).
- Model Reduction and Parameter Estimation for Diffusion Systems. Doktorsavhandling, Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 974, Acta Universitatis Upsaliensis, Uppsala, 2004. (fulltext).
- On System Identification and Acoustic Echo CancellationSystemidentifiering och Akustisk Ekoutsläckning. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 53, Acta Universitatis Upsaliensis, Uppsala, 2004.
- Identification of Stochastic Continuous-time Systems: Algorithms, Irregular Sampling and Cramér-Rao Bounds. Doktorsavhandling, Uppsala Dissertations from the Faculty of Science and Technology nr 52, Acta Universitatis Upsaliensis, Uppsala, 2004.
Licentiatavhandlingar
- Modeling and Estimation of Impulsive Biomedical Systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2023-001, Department of Information Technology, Uppsala University, 2023. (fulltext).
- Security Allocation in Networked Control Systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2023-003, Uppsala universitet, Uppsala, 2023. (fulltext).
- Calibration of Probabilistic Predictive Models. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2020-006, Uppsala University, Uppsala, 2020. (Extern länk, fulltext).
- Machine learning for spatially varying data. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2020-004, Uppsala University, Uppsala, 2020. (fulltext).
- Deep learning applied to system identification: A probabilistic approach. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-007, Uppsala University, 2019. (fulltext).
- Tailoring Gaussian processes for tomographic reconstruction. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-005, Uppsala University, 2019. (fulltext).
- Volterra modeling of the human smooth pursuit system in health and disease. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-003, Uppsala University, 2019. (fulltext).
- Modeling and assessment of human balance and movement disorders using inertial sensors. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-003, Uppsala University, 2018. (fulltext).
- Ammonium based aeration control in wastewater treatment plants: Modelling and controller design. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-002, Uppsala University, 2018. (fulltext).
- Fault detection in water resource recovery facilities. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-003, Uppsala University, 2017. (fulltext).
- Hybrid observers for systems with intrinsic pulse-modulated feedback. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-001, Uppsala University, 2017. (fulltext).
- Learning probabilistic models of dynamical phenomena using particle filters. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-011, Uppsala University, 2016. (fulltext).
- Mathematical modeling for optimization of Deep Brain Stimulation. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-002, Uppsala University, 2016. (fulltext).
- Pulse-modulated feedback in mathematical modeling and estimation of endocrine systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-006, Uppsala University, 2014. (fulltext).
- On some sparsity related problems and the randomized Kaczmarz algorithm. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-003, Uppsala University, 2014. (fulltext).
- Output feedback control: Some methods and applications. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-002, Uppsala University, 2014. (fulltext).
- Mathematical modeling of the human smooth pursuit system. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-001, Uppsala University, 2014. (fulltext).
- Parallelization of stochastic estimation algorithms on multicore computational platforms. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2013-001, Uppsala University, 2013. (fulltext).
- System identification and control for general anesthesia based on parsimonious Wiener models. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2012-007, Uppsala University, 2012. (fulltext).
- On identification of endocrine systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2012-005, Uppsala University, 2012. (fulltext).
- Nonlinear system identification with applications to selective catalytic reduction systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2012-004, Uppsala University, 2012. (fulltext).
- Interaction analysis and control of bioreactors for nitrogen removal. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2007-006, Uppsala University, 2007. (fulltext).
- Nonparametric identification of viscoelastic materials. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2006-008, Uppsala University, 2006. (fulltext).
- Recursive black-box identification of nonlinear state-space ODE models. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2006-001, Uppsala University, 2006. (fulltext).
- Towards markerless analysis of human motion. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2005-011, Uppsala University, 2005. (fulltext).
- Parameter and state estimation using audio and video signals. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2005-009, Uppsala University, 2005. (fulltext).
- On two methods for identifying dynamic errors-in-variables systems. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2005-007, Uppsala University, 2005. (fulltext).
- Modeling and control of vibration in mechanical structures. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2005-005, Uppsala University, 2005. (fulltext).
- Model Selection. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2004-003, Uppsala University, 2004. (fulltext).
- Parametric methods for frequency-selective MR spectroscopy. Licentiatavhandling, IT licentiate theses / Uppsala University, Department of Information Technology nr 2004-001, Uppsala University, 2004.
Tekniska rapporter
- Relations Between Prediction Error and Maximum Likelihood Methods in an Error-in-Variables Setting. Extended version with full proofs. Technical report / Department of Information Technology, Uppsala University nr 2023-003, Department of Information Technology, Uppsala University, 2023. (fulltext).
- MATLAB Software for Nonlinear and Delayed Recursive Identification: Revision 2. Technical report / Department of Information Technology, Uppsala University nr 2022-002, Uppsala universitet, Uppsala, 2022. (Report in fulltext, fulltext).
- MATLAB Software for Recursive Identification and Scaling Using a Structured Nonlinear Black-box Model: Revision 7. Technical report / Department of Information Technology, Uppsala University nr 2021-008, Uppsala universitet, Uppsala, 2021. (Report in fulltext, fulltext).
- Identification of two-dimensional complex sinusoids in white noise: a state-space frequency approach. Technical report / Department of Information Technology, Uppsala University nr 2018-007, Department of Information Technology, Uppsala University, 2018. (fulltext).
- Nonlinear system identification of the dissolved oxygen to effluent ammonium dynamics in an activated sludge process. Technical report / Department of Information Technology, Uppsala University nr 2018-011, Uppsala universitet, Uppsala, 2018. (Report in fulltext, fulltext).
- Identification of two-dimensional complex sinusoids in white noise: a state-space frequency approach. Technical report / Department of Information Technology, Uppsala University nr 2017-021, Department of Information Technology, Uppsala University, 2017. (fulltext).
- Coupled electric drives data set and reference models. Technical report / Department of Information Technology, Uppsala University nr 2017-024, 2017. (Extern länk, fulltext).
- Stability properties of a MIMO data flow controller. University of Newcastle, Australia, 2017. (Extern länk).
- Parametric convergence analysis of an adaptive filtering algorithm with output quantization. Technical report / Department of Information Technology, Uppsala University nr 2017-011, 2017. (Extern länk, fulltext).
- MATLAB Software for Nonlinear and Delayed Recursive Identification: Revision 1. Technical report / Department of Information Technology, Uppsala University nr 2017-007, Uppsala universitet, Uppsala, 2017. (Report in fulltext, fulltext).
- Comparing two recent particle filter implementations of Bayesian system identification. Technical report / Department of Information Technology, Uppsala University nr 2016-008, 2016. (fulltext).
- A tradeoff between data rate and regulation performance in networked data flow control. Technical report / Department of Information Technology, Uppsala University nr 2016-003, Uppsala University, Uppsala, 2016. (fulltext).
- Constraints on nonlinear <em>L</em><sub>2</sub>-stable networked control. Technical report / Department of Information Technology, Uppsala University nr 2015-013, Uppsala universitet, 2015. (Report in full-text, fulltext).
- Delay-independent stability criteria for networked control systems. Technical report / Department of Information Technology, Uppsala University nr 2015-018, Uppsala University, Uppsala, 2015. (Extern länk, fulltext).
- Constraints in nonlinear <em>L</em><sub>2</sub>-stable networked control. Technical report / Department of Information Technology, Uppsala University nr 2015-013, Uppsala University, Uppsala, 2015. (fulltext).
- MATLAB Software for Identification of Nonlinear Autonomous Systems: Revision 1. Technical report / Department of Information Technology, Uppsala University nr 2014-014, Uppsala universitet, 2014. (Report in full-text, fulltext).
- A Recursive Method for Enumeration of Costas Arrays. 2014. (fulltext).
- Identifiability and limit cycles. Technical report / Department of Information Technology, Uppsala University nr 2014-016, Uppsala University, uppsala, 2014. (Extern länk, fulltext).
- MATLAB Software for Identification of Nonlinear Autonomous Systems: Revision 1. Technical report / Department of Information Technology, Uppsala University nr 2014-014, Uppsala universitet, Uppsala, 2014. (Report in fulltext, fulltext).
- On a limitation in networked flow control. Technical report / Department of Information Technology, Uppsala University nr 2014-009, 2014. (Extern länk, fulltext).
- Data for benchmarking in nonlinear system identification. Technical report / Department of Information Technology, Uppsala University nr 2013-006, Uppsala University, Uppsala, 2013. (Extern länk, fulltext).
- An adaptive controller for propofol in anesthesia under synergistic remifentanil disturbances. Technical report / Department of Information Technology, Uppsala University nr 2012-011, Uppsala University, Uppsala, 2012. (Report in fulltext, fulltext).
- On the impact of model accuracy for active damping of a viscoelastic beam. Technical report / Department of Information Technology, Uppsala University nr 2011-013, 2011. (fulltext).
- Benchmark simulation model no. 1 with a wireless sensor network for monitoring and control. Technical report / Department of Information Technology, Uppsala University nr 2011-002, 2011. (fulltext).
- MATLAB Software for Recursive Identification and Scaling Using a Structured Nonlinear Black-box Model: Revision 5. Technical report / Department of Information Technology, Uppsala University nr 2010-002, Uppsala universitet, Uppsala, 2010. (Report in fulltext, fulltext).
- LS-SVMlab Toolbox User's Guide: version 1.7. ESAT-SISTA Technical Report nr 10-146, Katholieke Universiteit Leuven, Belgium, 2010. (fulltext).
- Recursive Identification and Scaling of Non-linear Systems using Midpoint Numerical Integration. Technical report / Department of Information Technology, Uppsala University nr 2010-025, Uppsala University, Uppsala, 2010. (Extern länk, fulltext).
- MATLAB software for recursive identification and scaling using a structured nonlinear black-box model: Revision 6. Technical report / Department of Information Technology, Uppsala University nr 2010-022, Uppsala universitet, 2010. (Report in fulltext, fulltext).
- Input-output data sets for development and benchmarking in nonlinear identification. Technical report / Department of Information Technology, Uppsala University nr 2010-020, Uppsala universitet, Uppsala, 2010. (Report in fulltext, fulltext).
- Recursive Prediction Error Identification and Scaling of Non-linear Systems with Midpoint Numerical Integration. Technical report / Department of Information Technology, Uppsala University nr 2010-011, Uppsala University, Uppsala, 2010. (Extern länk, fulltext).
- Online Nonlinear Identification of the Effect of Drugs in Anæsthesia using a Minimal Parameterization and BIS Measurements. Technical report / Department of Information Technology, Uppsala University nr 2010-008, 2010. (Extern länk, fulltext).
- Expressions for the covariance matrix of covariance data. Technical report / Department of Information Technology, Uppsala University nr 2009-016, 2009. (fulltext).
- Nonlinear identification of a minimal NeuroMuscular Blockade model in anæsthesia. Technical report / Department of Information Technology, Uppsala University nr 2009-023, Uppsala University, Uppsala, 2009. (Extern länk, fulltext).
- New Input/Output Pairing Strategies based on Minimum Variance Control and Linear Quadratic Gaussian Control. Technical report / Department of Information Technology, Uppsala University nr 2009-012, 2009. (fulltext).
- Relations between Bias-Eliminating Least Squares, the Frisch Scheme and Extended Compensated Least Squares Methods for Identifying Errors-in-Variables Systems. Technical report / Department of Information Technology, Uppsala University nr 2008-008, 2008. (fulltext).
- MATLAB software for recursive identification and scaling using a structured nonlinear black-box model: Revision 4. Technical report / Department of Information Technology, Uppsala University nr 2008-007, Uppsala universitet, 2008. (Report in fulltext, fulltext).
- Polynomial Feedforward Design Techniques for a Mechanical Wave Diode System. 2007.
- MATLAB software for recursive identification of systems with output quantization: Revision 1. Technical report / Department of Information Technology, Uppsala University nr 2007-015, 2007. (Extern länk, fulltext).
- MATLAB software for recursive identification and scaling using a structured nonlinear black-box model: Revision 3. Technical report / Department of Information Technology, Uppsala University nr 2007-013, Uppsala universitet, 2007. (Report in fulltext, fulltext).
- MATLAB software for recursive identification of Wiener systems: Revision 2. Technical report / Department of Information Technology, Uppsala University nr 2007-010, Uppsala University, Uppsala, 2007. (Extern länk, fulltext).
- Optimal Excitation for Nonparametric Identification of Viscoelastic Materials. Technical Report series from the Department of Information Technology nr 2006-034, 2006. (Extern länk).
- Accuracy comparison of time domain maximum likelihood method and sample maximum likelihood method in errors-in-variables identification. Technical report / Department of Information Technology, Uppsala University nr 2006-044, 2006. (fulltext).
- A simplified form of the bias-eliminating least squares method for errors-in-variables identification. 2006.
- Extending the Frisch scheme for errors-in-variables identification to correlated output noise. 2006.
- Statistical analysis of the Frisch estimates for identifying errors-in-variables systems. 2006.
- On optimal sensor locations for nonparametric identification of viscoelastic materials. Technical Report series from the Department of Information Technology nr 2005-006, 2005. (Extern länk).
- Cost-Efficient Operation of a Denitrifying Activated Sludge Process - An Initial Study. Technical reports from the Department of Information Technology nr 2005-010, 2005.
- Accuracy analysis of bias-eliminating least squares estimates for identification of errors in variables systems. Technical Report nr 2005-021, Department of Information Technology, Uppsala, 2005. (Extern länk).
- Nonlinear Identification of a Solar Heating System. Technical reports nr 2005-008, Dept. of Information Technology, 2005. (Extern länk).
- Nonlinear Identification of an Anaerobic Digestion Process. Technical Reports nr 2005-007, Dept. of Information Technology, 2005. (Extern länk).
- MATLAB software for recursive identification and scaling using a structured nonlinear black-box model: Revision 2. Technical report / Department of Information Technology, Uppsala University nr 2005-022, Uppsala universitet, 2005. (Report in fulltext, fulltext).
- MATLAB software for recursive identification and scaling using a structured nonlinear black-box model: Revision 1. Technical report / Department of Information Technology, Uppsala University nr 2005-002, Uppsala universitet, 2005. (Report in fulltext, fulltext).
- Analysis of the input-output couplings in a wastewater treatment plant model. Technical report / Department of Information Technology, Uppsala University nr 2004-014, 2004. (fulltext).
- Identification of dynamic errors-in-variables systems with periodic data. Technical report / Department of Information Technology, Uppsala University nr 2004-037, 2004. (fulltext).
- Identification of continuous-time ARX models from irregularly sampled data. Department of Electrical Engineering, Karlstad University nr 2004-02, 2004.
- Practical aspects of continuous-time ARMA system identification. Department of Electrical Engineering, Karlstad University nr 2004-01, 2004.
- Bias analysis in least squares estimation of periodic signals using nonlinear ODEs. Department of Information Technology nr 2004-035, 2004.
- Integrating Linearization Method for Static Input Nonlinearities.. Technical reports from the Department of Information Technology nr 2004-008, 2004.
- Recursive prediction error identification of nonlinear state space models. Technical report / Department of Information Technology, Uppsala University nr 2004-004, Uppsala University, Uppsala, 2004. (Extern länk, fulltext).
- Maximum likelihood modeling of orbits of nonlinear ODEs. Technical report / Department of Information Technology, Uppsala University nr 2004-001, Uppsala universitet, 2004. (Report in fulltext, fulltext).