Publications of the Division of Systems and Control
Each list shows the publications since 2014.
Journal Papers
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Variational Elliptical Processes
. In Transactions on Machine Learning Research, 2023. (Article in full-text
, Full-text in arXiv
, fulltext:print
).
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How Reliable is Your Regression Model’s Uncertainty Under Real-World Distribution Shifts?
. In Transactions on Machine Learning Research (TMLR), 2023. (External link
).
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Leveraging Machine Learning for Disease Diagnoses based on Wearable Devices: A Survey
. In IEEE Internet of Things Journal, pp 1-1, 2023. (DOI
).
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Evaluating the effects of the COVID-19 pandemic on electricity consumption patterns in the residential, public, commercial and industrial sectors in Sweden
. In Energy and AI, volume 14, Elsevier, 2023. (DOI
, Fulltext
, fulltext:print
).
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Smoothed State Estimation via Efficient Solution of Linear Equations
. In IEEE Transactions on Automatic Control, volume 68, number 10, pp 5877-5889, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI
).
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An Online Kullback-Leibler Divergence-Based Stealthy Attack Against Cyber-Physical Systems
. In IEEE Transactions on Automatic Control, volume 68, number 6, pp 3672-3679, IEEE, 2023. (DOI
).
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Probability elicitation for Bayesian networks to distinguish between intentional attacks and accidental technical failures
. In Journal of Information Security and Applications, volume 75, ELSEVIER, 2023. (DOI
, fulltext:print
).
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Quickest physical watermarking-based detection of measurement replacement attacks in networked control systems
. In European Journal of Control, volume 71, Elsevier, 2023. (DOI
, Fulltext
, fulltext:print
).
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Regularized Linear Regression via Covariance Fitting
. In IEEE Transactions on Signal Processing, volume 71, pp 1175-1183, IEEE, 2023. (DOI
).
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Probabilistic Estimation of Instantaneous Frequencies of Chirp Signals
. In IEEE Transactions on Signal Processing, volume 71, pp 461-476, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI
).
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Recursive identification of a nonlinear state space model
. In International journal of adaptive control and signal processing (Print), volume 37, number 2, pp 447-473, John Wiley & Sons, 2023. (DOI
, Fulltext
, fulltext:print
).
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To calibrate or not to calibrate, that is the question
. In Water Research, volume 229, Elsevier, 2023. (DOI
, Fulltext
, fulltext:print
).
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Sequential detection of Replay attacks
. In IEEE Transactions on Automatic Control, volume 68, number 3, pp 1941-1948, IEEE, 2023. (DOI
).
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Bayesian Monitoring of COVID-19 in Sweden
. In Epidemics, volume 45, Elsevier, 2023. (DOI
, Fulltext
, Pre-print in arXiv
, fulltext:print
).
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Online Learning for Prediction via Covariance Fitting: Computation, Performance and Robustness
. In Transactions on Machine Learning Research, Transactions on Machine Learning Research, 2023. (Publications in full-text
).
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Continuous and discrete Volterra-Laguerre models with delay for modeling of smooth pursuit eye movements
. In IEEE Transactions on Biomedical Engineering, volume 70, number 1, pp 97-104, IEEE, 2023. (DOI
, Fulltext
, fulltext:print
).
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Neuromuscular controller models for quantifying standing balance in older people: A systematic review
. In IEEE Reviews in Biomedical Engineering, volume 16, pp 560-578, Institute of Electrical and Electronics Engineers (IEEE), 2023. (DOI
).
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Differentiated mental health patterns in pregnancy during COVID-19 first two waves in Sweden: a mixed methods study using digital phenotyping
. In Scientific Reports, volume 12, number 1, Springer Nature, 2022. (DOI
, Fulltext
, fulltext:print
).
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Covariance Matrix Estimation Under Positivity Constraints With Application to Portfolio Selection
. In IEEE Signal Processing Letters, volume 29, pp 2487-2491, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI
).
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Incorporating Sum Constraints into Multitask Gaussian Processes
. In Transactions on Machine Learning Research, 2022. (External link
).
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False Discovery Rate (FDR) and Familywise Error Rate (FER) Rules for Model Selection in Signal Processing Applications
. In IEEE OPEN JOURNAL OF SIGNAL PROCESSING, volume 3, pp 403-416, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI
, Fulltext
, fulltext:print
).
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Special Section on Analysis and control design for neurodynamics
. In Annual Reviews in Control, volume 54, pp 324-326, Elsevier, 2022. (DOI
).
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Impulsive time series modeling with application to luteinizing hormone data
. In Frontiers in Endocrinology, volume 13, Frontiers Media S.A., 2022. (DOI
, Fulltext
, fulltext:print
).
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Minimum structural sensor placement for switched linear time-invariant systems and unknown inputs
. In Automatica, volume 146, Elsevier, 2022. (DOI
).
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Constrained optimal average power control for wireless transmission
. In IEEE Control Systems Letters, volume 6, pp 1922-1927, IEEE, 2022.
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Spatio-temporal predictions of COVID-19 test positivity in Uppsala County, Sweden: a comparative approach
. In Scientific Reports, volume 12, number 1, Springer Nature, 2022. (DOI
, Fulltext
, fulltext:print
).
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The Monte-Carlo Sampling Approach to Model Selection: A Primer
. In IEEE signal processing magazine (Print), volume 39, number 5, pp 85-92, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI
).
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Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach
. In IEEE Transactions on Signal Processing, volume 70, pp 4156-4169, IEEE, 2022. (DOI
).
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A New Graph-Based Fractality Index to Characterize Complexity of Urban Form
. In ISPRS International Journal of Geo-Information, volume 11, number 5, MDPI, 2022. (DOI
, Fulltext
, fulltext:print
).
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Joint RFI mitigation and radar echo recovery for one-bit UWB radar
. In Signal Processing, volume 193, Elsevier BV, 2022. (DOI
).
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Maximum Likelihood Algorithm for Time-Delay Based Multistatic Target Localization
. In IEEE Signal Processing Letters, volume 29, pp 847-851, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI
).
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Nonlinear System Identification: Learning While Respecting Physical Models Using a Sequential Monte Carlo Method
. In IEEE CONTROL SYSTEMS MAGAZINE, volume 42, number 1, pp 75-102, Institute of Electrical and Electronics Engineers (IEEE), 2022. (DOI
).
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Exploring the susceptibility of smart farming: Identified opportunities and challenges
. In Smart Agricultural Technology, volume 2, Elsevier, 2022. (DOI
, Fulltext
, fulltext:print
).
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Linear time-invariant discrete delay systems in Laguerre domain
. In IEEE Transactions on Automatic Control, volume 67, number 5, pp 2677-2683, IEEE, 2022. (DOI
).
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Scalable Belief Updating for Urban Air Quality Modeling and Prediction
. In ACM/IMS Transactions on Data Science, volume 2, number 1, pp 1-19, Association for Computing Machinery (ACM), 2021. (DOI
, Fulltext
, fulltext:print
).
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Atrial fibrillation risk prediction from the 12-lead electrocardiogram using digital biomarkers and deep representation learning
. In European Heart Journal - Digital Health, volume 2, number 4, pp 576-585, 2021. (DOI
).
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Electrocardiographic Predictors of Mortality: Data from a Primary Care Tele-Electrocardiography Cohort of Brazilian Patients
. In Hearts, volume 2, number 4, pp 449-458, 2021. (DOI
).
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Doubling of a closed invariant curve in an impulsive Goodwin's oscillator with delay
. In Chaos, Solitons & Fractals, volume 153, Elsevier BV, 2021. (DOI
).
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Coordinated Average EIRP Control of Radio Transmitters for EMF Exclusion Zone Computation
. In IEEE Wireless Communications Letters, volume 10, number 9, pp 2075-2079, Institute of Electrical and Electronics Engineers (IEEE), 2021. (DOI
, External link
).
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Recursively Filtered MIMO Transmission With Quadratic Complexity
. In IEEE Wireless Communications Letters, volume 10, number 5, pp 929-933, 2021. (DOI
, External link
).
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Robust localization in wireless networks from corrupted signals
. In EURASIP Journal on Advances in Signal Processing, volume 2021, number 1, SPRINGER, 2021. (DOI
, Fulltext
, fulltext:print
).
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Comparing Methods and Defining Practical Requirements for Extracting Harmonic Tidal Components from Groundwater Level Measurements
. In Mathematical Geosciences, volume 53, number 6, pp 1147-1169, SPRINGER HEIDELBERG, 2021. (DOI
, Fulltext
, fulltext:print
).
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Weighted SPICE Algorithms for Range-Doppler Imaging Using One-Bit Automotive Radar
. In IEEE Journal on Selected Topics in Signal Processing, volume 15, number 4, pp 1041-1054, 2021. (DOI
).
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Using augmented reality technology for balance training in the older adults: a feasibility pilot study
. In BMC Geriatrics, volume 21, number 1, BMC, 2021. (DOI
, Fulltext
, fulltext:print
).
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Information-theoretic waveform design for MIMO radar detection in range-spread clutter
. In Signal Processing, volume 182, ELSEVIER, 2021. (DOI
, Fulltext
).
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Sensor bias impact on efficient aeration control during diurnal load variations
. In Water Science and Technology, volume 83, number 6, pp 1335-1346, 2021. (DOI
, Fulltext
, fulltext:print
).
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A switching multiplicative watermarking scheme for detection of stealthy cyber-attacks
. In IEEE Transactions on Automatic Control, volume 66, number 6, pp 2558-2573, 2021. (DOI
).
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Hybrid observer with finite-memory output error correction for linear systems under intrinsic impulsive feedback
. In Nonlinear Analysis: Hybrid Systems, volume 41, 2021. (DOI
).
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Classical labor values: properties of economic reproduction
. In World Review of Political Economy, volume 11, number 3, pp 388-414, Pluto Journals, 2020. (DOI
).
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Foreword Identification and Control in Biomedical Applications
. In IEEE Transactions on Control Systems Technology, volume 28, number 1, pp 1-2, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI
).
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Monitoring High-Frequency Data Streams in FinTech: FADO Versus <em>K</em>-means
. In IEEE Intelligent Systems, volume 35, number 2, pp 36-42, 2020. (DOI
).
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Globally stable delay alignment for feedback control over NR multi-point connections
. In IEEE Transactions on Control od Network Systems, volume 7, number 4, pp 1633-1642, 2020. (DOI
, External link
).
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Time averaged power control of a 4G or a 5G radio base station for RF EMF compliance
. In IEEE Access, volume 8, pp 211937-211950, 2020. (DOI
).
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Robust Risk Minimization for Statistical Learning From Corrupted Data
. In IEEE Open Journal of Signal Processing, volume 1, pp 287-294, 2020. (DOI
, Fulltext
, fulltext:print
).
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On stability and performance of disturbance observer-based-dynamic load torque compensator for assistive exoskeleton: A hybrid approach
. In Mechatronics (Oxford), volume 69, 2020. (DOI
, Fulltext
, fulltext:print
).
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A fast instance selection method for support vector machines in building extraction
. In Applied Soft Computing, volume 97, 2020. (DOI
, Fulltext
, fulltext:print
).
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Visualisation of 3D Property Data and Assessment of the Impact of Rendering Attributes
. In Journal of Geovisualization and Spatial Analysis, volume 4, number 2, 2020. (DOI
, Fulltext
, fulltext:print
).
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On the smoothness of nonlinear system identification
. In Automatica, volume 121, 2020. (DOI
).
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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"
. In Astronomical Journal, volume 159, number 1, American Astronomical Society, 2020. (DOI
).
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Polynomial nonlinear state space identification of an aero-engine structure
. In Computers & structures, volume 238, 2020. (DOI
).
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Robust Prediction When Features are Missing
. In IEEE Signal Processing Letters, volume 27, pp 720-724, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI
).
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Modeling of human smooth pursuit by sparse Volterra models with functionally dependent parameters
. In Control Engineering Practice, volume 103, Elsevier BV, 2020. (DOI
).
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A multiple motion sensors index for motor state quantification in Parkinson's disease
. In Computer Methods and Programs in Biomedicine, volume 189, ELSEVIER IRELAND LTD, 2020. (DOI
).
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Polyphase Waveform Design for MIMO Radar Space Time Adaptive Processing
. In IEEE Transactions on Signal Processing, volume 68, pp 2143-2154, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2020. (DOI
).
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Frequency domain identification of FIR models in the presence of additive input-output noise
. In Automatica, volume 115, PERGAMON-ELSEVIER SCIENCE LTD, 2020. (DOI
).
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Identifying reionization-epoch galaxies with extreme levels of Lyman continuum leakage in James Webb Space Telescope surveys
. In Monthly notices of the Royal Astronomical Society, volume 491, number 4, pp 5277-5286, OXFORD UNIV PRESS, 2020. (DOI
).
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Microstructures and mechanical properties of Al2O3/YAG:Ce3+ eutectics with different Ce3+ concentrations grown by HDS method
. In Journal of Alloys and Compounds, volume 816, 2020. (DOI
).
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Bifurcation analysis for non-local design of a hybrid observer for the impulsive Goodwin's oscillator
. In Nonlinear dynamics, volume 100, number 2, pp 1401-1419, 2020. (DOI
, Fulltext
, fulltext:print
).
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Combined <em>L</em><sub>2</sub>-stable feedback and feedforward aeration control in a wastewater treatment plant
. In IEEE Transactions on Control Systems Technology, volume 28, number 3, pp 1017-1024, Institute of Electrical and Electronics Engineers (IEEE), 2020. (DOI
).
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Nonparametric time-domain tremor quantification with smart phone for therapy individualization
. In IEEE Transactions on Control Systems Technology, volume 28, number 1, pp 118-129, 2020. (DOI
).
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Online tissue conductivity estimation in Deep Brain Stimulation
. In IEEE Transactions on Control Systems Technology, volume 28, number 1, pp 149-162, 2020. (DOI
).
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Identification of a Duffing oscillator using particle Gibbs with ancestor sampling
. In Journal of Physics, Conference Series, volume 1264, number 1, Institute of Physics Publishing (IOPP), 2019. (DOI
, Fulltext
, fulltext:print
).
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Automated active fault detection in fouled dissolved oxygen sensors
. In Water Research, volume 166, PERGAMON-ELSEVIER SCIENCE LTD, 2019. (DOI
).
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Evaluation of a sensor algorithm for motor state rating in Parkinson's disease
. In Parkinsonism & Related Disorders, volume 64, pp 112-117, ELSEVIER SCI LTD, 2019. (DOI
).
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Max-Min Fairness Design for MIMO Interference Channels: A Minorization-Maximization Approach
. In IEEE Transactions on Signal Processing, volume 67, number 18, pp 4707-4719, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI
).
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Particle-based adaptive-lag online marginal smoothing in general state-space models
. In IEEE Transactions on Signal Processing, volume 67, number 21, pp 5571-5582, 2019. (DOI
).
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Probabilistic approach to limited-data computed tomography reconstruction
. In Inverse Problems, volume 35, number 10, 2019. (DOI
).
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High-Dimensional Filtering Using Nested Sequential Monte Carlo
. In IEEE Transactions on Signal Processing, volume 67, number 16, pp 4177-4188, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI
).
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Dynamic nonlinear partial least squares modeling using Gaussian process regression
. In Industrial & Engineering Chemistry Research, volume 58, number 36, pp 16676-16686, 2019. (DOI
, Fulltext
).
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Effect Inference From Two-Group Data With Sampling Bias
. In IEEE Signal Processing Letters, volume 26, number 8, pp 1103-1106, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI
).
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Machine learning techniques for monitoring the sludge profile in a secondary settler tank
. In Applied water science, volume 9, number 6, 2019. (DOI
, Fulltext
).
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Neutron transmission strain tomography for non-constant stress-free lattice spacing
. In Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volume 456, pp 64-73, 2019. (DOI
).
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Specialized Interior-Point Algorithm for Stable Nonlinear System Identification
. In IEEE Transactions on Automatic Control, volume 64, number 6, pp 2442-2456, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI
).
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RFI Mitigation for UWB Radar Via Hyperparameter-Free Sparse SPICE Methods
. In IEEE Transactions on Geoscience and Remote Sensing, volume 57, number 6, pp 3105-3118, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI
).
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Networked delay control for 5G wireless machine-type communications using multiconnectivity
. In IEEE Transactions on Control Systems Technology, volume 27, number 4, pp 1510-1525, 2019. (DOI
).
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Loading factor estimation under affine constraints on the covariance eigenvalues with application to radar target detection
. In IEEE Transactions on Aerospace and Electronic Systems, volume 55, number 3, pp 1269-1283, 2019. (DOI
).
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A user perspective on errors-in-variables methods in system identification
. In Control Engineering Practice, volume 89, pp 56-69, 2019. (DOI
).
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Monotonicity and robustness in Wiener disorder detection
. In Sequential Analysis, volume 38, number 1, pp 57-68, 2019. (DOI
, Fulltext
).
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Data consistency approach to model validation
. In IEEE Access, volume 7, pp 59788-59796, 2019. (DOI
, Fulltext
).
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Radar detection architecture based on interference covariance structure classification
. In IEEE Transactions on Aerospace and Electronic Systems, volume 55, number 2, pp 607-618, 2019. (DOI
).
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Oscillations-free PID control of anesthetic drug delivery in neuromuscular blockade
. In Computer Methods and Programs in Biomedicine, volume 171, pp 119-131, ELSEVIER IRELAND LTD, 2019. (DOI
).
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Source resolvability of spatial-smoothing-based subspace methods: A Hadamard product perspective
. In IEEE Transactions on Signal Processing, volume 67, number 10, pp 2543-2553, 2019. (DOI
).
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Impulsive model of endocrine regulation with a local continuous feedback
. In Mathematical Biosciences, volume 310, pp 128-135, 2019. (DOI
).
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Sinusoidal parameter estimation from signed measurements via majorization–minimization based RELAX
. In IEEE Transactions on Signal Processing, volume 67, number 8, pp 2173-2186, 2019. (DOI
).
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Sampled-data adaptive observer for state-affine systems with uncertain output equation
. In Automatica, volume 103, pp 96-105, 2019. (DOI
).
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Learning sparse graphs for prediction of multivariate data processes
. In IEEE Signal Processing Letters, volume 26, number 3, pp 495-499, 2019. (DOI
).
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On model order priors for Bayesian identification of SISO linear systems
. In International Journal of Control, volume 92, number 7, pp 1645-1661, 2019. (DOI
).
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Getting started with particle Metropolis-Hastings for inference in nonlinear dynamical models
. In Journal of Statistical Software, volume 88, number CN2, pp 1-41, 2019. (DOI
, Fulltext
, fulltext:print
).
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Optimal controller/observer gains of discounted-cost LQG systems
. In Automatica, volume 101, pp 471-474, Elsevier, 2019. (DOI
).
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Calculating Deep Brain Stimulation Amplitudes and Power Consumption by Constrained Optimization
. In Journal of Neural Engineering, volume 16, number 1, 2019. (DOI
).
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Data Consistency Approach to Model Validation
. In IEEE Access, 2019. (DOI
).
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A disturbance rejection and data rate trade-off in networked data flow control
. In European Journal of Control, volume 47, pp 1-10, 2019. (DOI
).
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Frequency conditions for stable networked controllers with time-delay
. In International Journal of Control, volume 92, number 4, pp 886-895, 2019. (DOI
).
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Analysis of photobioreactors in series
. In Mathematical Biosciences, volume 306, pp 107-118, ELSEVIER SCIENCE INC, 2018. (DOI
).
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Fault signatures and bias progression in dissolved oxygen sensors
. In Water Science and Technology, volume 78, number 5, pp 1034-1044, 2018. (DOI
, Fulltext
, fulltext:print
).
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Automated learning with a probabilistic programming language: Birch
. In Annual Reviews in Control, volume 46, pp 29-43, Elsevier, 2018. (DOI
).
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Maximum likelihood identification of stable linear dynamical systems
. In Automatica, volume 96, pp 280-292, 2018. (DOI
).
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A stability criterion for switching Lur'e systems with switching-path restrictions
. In Automatica, volume 96, pp 337-341, 2018. (DOI
).
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NOVIFAST: A Fast Algorithm for Accurate and Precise VFA MRI<em>T</em><sub>1</sub>Mapping
. In IEEE Transactions on Medical Imaging, volume 37, number 11, pp 2414-2427, IEEE, 2018. (DOI
).
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Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes
. In IEEE Transactions on robotics, volume 34, number 4, pp 1112-1127, Institute of Electrical and Electronics Engineers (IEEE), 2018. (DOI
).
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Assortative interactions revealed by sorting of animal groups
. In Animal Behaviour, volume 142, pp 165-179, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI
).
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Lyman continuum leakage versus quenching with the James Webb Space Telescope: the spectral signatures of quenched star formation activity in reionization-epoch galaxies
. In Monthly notices of the Royal Astronomical Society, volume 479, number 1, pp 368-376, 2018. (DOI
, Fulltext
, fulltext:preprint
, fulltext:print
).
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Probabilistic modelling and reconstruction of strain
. In Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volume 436, pp 141-155, 2018. (DOI
).
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Coherent modulation of the sea-level annual cycle in the United States by Atlantic Rossby waves
. In Nature Communications, volume 9, Nature Publishing Group, 2018. (DOI
, Fulltext
, fulltext:print
).
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Nonlinear dynamics and entrainment in a continuously forced pulse-modulated model of testosterone regulation
. In Nonlinear dynamics, volume 94, number 2, pp 1165-1181, 2018. (DOI
, Fulltext
).
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Bayesian information criterion for signed measurements with application to sinusoidal signals
. In IEEE Signal Processing Letters, volume 25, number 8, pp 1251-1255, 2018. (DOI
).
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Learning of state-space models with highly informative observations: A tempered sequential Monte Carlo solution
. In Mechanical systems and signal processing, volume 104, pp 915-928, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI
).
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Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo
. In Mechanical systems and signal processing, volume 104, pp 866-883, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI
).
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Recursive nonlinear-system identification using latent variables
. In Automatica, volume 93, pp 343-351, 2018. (DOI
).
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Delay skew packet flow control in wireless systems with dual connectivity
. In IEEE Transactions on Vehicular Technology, volume 67, number 6, pp 5357-5371, 2018. (DOI
).
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Probabilistic forecasting of electricity consumption, photovoltaic power generation and net demand of an individual building using Gaussian Processes
. In Applied Energy, volume 213, pp 195-207, 2018. (DOI
).
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Individualization of levodopa treatment using a microtablet dispenser and ambulatory accelerometry
. In CNS Neuroscience & Therapeutics, volume 24, number 5, pp 439-447, 2018. (DOI
).
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Identification of cascade water tanks using a PWARX model
. In Mechanical systems and signal processing, volume 106, pp 40-48, 2018. (DOI
).
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Optimization-based contact fault alleviation in deep brain stimulation leads
. In IEEE transactions on neural systems and rehabilitation engineering, volume 26, number 1, pp 69-76, 2018. (DOI
).
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Phase retrieval via the alternating direction method of multipliers
. In IEEE Signal Processing Letters, volume 25, number 1, pp 5-9, 2018. (DOI
).
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Worst-case prediction performance analysis of the Kalman filter
. In IEEE Transactions on Automatic Control, volume 63, number 6, pp 1768-1775, 2018. (DOI
).
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Comparison of two hyperparameter-free sparse signal processing methods for direction-of-arrival tracking in the HF97 ocean acoustic experiment
. In IEEE Journal of Oceanic Engineering, volume 43, number 3, pp 725-734, 2018. (DOI
).
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Globally stable wireless data flow control
. In IEEE Transactions on Control of Network Systems, volume 5, number 1, pp 469-478, 2018. (DOI
).
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System identification through online sparse Gaussian process regression with input noise
. In IFAC Journal of Systems and Control, volume 2, pp 1-11, 2017. (DOI
).
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Smoothed State Estimation via Efficient Solution of Linear Equations
. In IFAC-PapersOnLine, volume 50, number 1, pp 1613-1618, 2017. (DOI
).
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Blocking strategies and stability of particle Gibbs samplers
. In Biometrika, volume 104, number 4, pp 953-969, 2017. (DOI
, Fulltext
, fulltext:print
).
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Unmixing hyperspectral data by using signal subspace sampling
. In Ultramicroscopy, volume 182, pp 205-211, ELSEVIER SCIENCE BV, 2017. (DOI
).
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A Platform for Teaching Sensor Fusion Using a Smartphone
. In International journal of engineering education, volume 33, number 2B, pp 781-789, 2017.
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Comments on “Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis”
. In IEEE Transactions on Signal Processing, volume 65, number 22, pp 6113-6114, 2017. (DOI
).
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Discrete-time mapping for an impulsive Goodwin oscillator with three delays
. In International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, volume 27, number 12, 2017. (DOI
).
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Hybrid Observer for an Intrinsic Impulsive Feedback System
. In IFAC-PapersOnLine, volume 50, number 1, pp 4570-4575, 2017. (DOI
).
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Scalable and Passive Wireless Network Clock Synchronization in LOS Environments
. In IEEE Transactions on Wireless Communications, volume 16, number 6, pp 3536-3546, 2017. (DOI
).
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Model order selection rules for covariance structure classification in radar
. In IEEE Transactions on Signal Processing, volume 65, number 20, pp 5305-5317, 2017. (DOI
).
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Improving the performance of cellular uplinks via power overbooking
. In IET Communications, volume 11, number 9, pp 1512-1518, 2017. (DOI
).
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Gaussian process regression for monitoring and fault detection of wastewater treatment processes
. In Water Science and Technology, volume 75, number 12, pp 2952-2963, 2017. (DOI
).
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An efficient method for sorting and quantifying individual social traits based on group-level behaviour
. In Methods in Ecology and Evolution, volume 8, number 12, pp 1735-1744, 2017. (DOI
).
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A study protocol for applying user participation and co-learning: Lessons learned from the eBalance project
. In International Journal of Environmental Research and Public Health, volume 14, number 5, MDPI AG, 2017. (DOI
, Fulltext
, fulltext:print
).
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On robust input design for nonlinear dynamical models
. In Automatica, volume 77, pp 268-278, PERGAMON-ELSEVIER SCIENCE LTD, 2017. (DOI
).
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A flexible state–space model for learning nonlinear dynamical systems
. In Automatica, volume 80, pp 189-199, 2017. (DOI
).
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Errors-in-variables identification using maximum likelihood estimation in the frequency domain
. In Automatica, volume 79, pp 131-143, 2017. (DOI
).
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Levodopa/carbidopa microtablets in Parkinson’s disease: A study of pharmacokinetics and blinded motor assessment
. In European Journal of Clinical Pharmacology, volume 73, number 5, pp 563-571, 2017. (DOI
, Fulltext
).
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Tensor decompositions for the analysis of atomic resolution electron energy loss spectra
. In Ultramicroscopy, volume 175, pp 36-45, 2017. (DOI
).
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Analysis of electron energy loss spectroscopy data using geometric extraction methods
. In Ultramicroscopy, volume 174, pp 14-26, 2017. (DOI
).
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Training signal design for correlated massive MIMO channel estimation
. In IEEE Transactions on Wireless Communications, volume 16, number 2, pp 1135-1143, 2017. (DOI
).
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Loop-shaping feedback and feedforward control for networked systems with saturation and delay
. In Asian journal of control, volume 19, number 4, pp 1329-1349, 2017. (DOI
).
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Locating the Few: Sparsity-aware waveform design for active radar
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Parallel Stochastic Estimation on Multicore Platforms
. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 111, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext
, preview image
).
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Nonlinear Modeling and Feedback Control of Drug Delivery in Anesthesia
. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1187, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
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Modelling and Control Methods with Applications to Mechanical Waves
. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1174, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
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Signal Design for Active Sensing and Communications
. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 108, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
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Nonlinear System Identification and Control Applied to Selective Catalytic Reduction Systems
. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 106, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
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Ammonium Feedback Control in Wastewater Treatment Plants
. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 104, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
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On Identification of Biological Systems
. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1117, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext
, preview image
).
Licentiate Theses
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Calibration of Probabilistic Predictive Models
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2020-006, Uppsala University, Uppsala, 2020. (External link
, fulltext
).
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Machine learning for spatially varying data
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2020-004, Uppsala University, Uppsala, 2020. (fulltext
).
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Deep learning applied to system identification: A probabilistic approach
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-007, Uppsala University, 2019. (fulltext
).
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Tailoring Gaussian processes for tomographic reconstruction
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-005, Uppsala University, 2019. (fulltext
).
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Volterra modeling of the human smooth pursuit system in health and disease
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-003, Uppsala University, 2019. (fulltext
).
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Modeling and assessment of human balance and movement disorders using inertial sensors
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-003, Uppsala University, 2018. (fulltext
).
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Ammonium based aeration control in wastewater treatment plants: Modelling and controller design
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-002, Uppsala University, 2018. (fulltext
).
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Fault detection in water resource recovery facilities
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-003, Uppsala University, 2017. (fulltext
).
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Hybrid observers for systems with intrinsic pulse-modulated feedback
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-001, Uppsala University, 2017. (fulltext
).
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Learning probabilistic models of dynamical phenomena using particle filters
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-011, Uppsala University, 2016. (fulltext
).
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Mathematical modeling for optimization of Deep Brain Stimulation
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-002, Uppsala University, 2016. (fulltext
).
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Pulse-modulated feedback in mathematical modeling and estimation of endocrine systems
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-006, Uppsala University, 2014. (fulltext
).
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On some sparsity related problems and the randomized Kaczmarz algorithm
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-003, Uppsala University, 2014. (fulltext
).
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Output feedback control: Some methods and applications
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-002, Uppsala University, 2014. (fulltext
).
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Mathematical modeling of the human smooth pursuit system
. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-001, Uppsala University, 2014. (fulltext
).
Technical reports
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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
).
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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
).
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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
).
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Coupled electric drives data set and reference models
. Technical report / Department of Information Technology, Uppsala University nr 2017-024, 2017. (External link, fulltext
).
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Stability properties of a MIMO data flow controller
. University of Newcastle, Australia, 2017. (External link
).
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Parametric convergence analysis of an adaptive filtering algorithm with output quantization
. Technical report / Department of Information Technology, Uppsala University nr 2017-011, 2017. (External link, fulltext
).
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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
).
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Comparing two recent particle filter implementations of Bayesian system identification
. Technical report / Department of Information Technology, Uppsala University nr 2016-008, 2016. (External link).
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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. (External link).
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Delay-independent stability criteria for networked control systems
. Technical report / Department of Information Technology, Uppsala University nr 2015-018, Uppsala University, Uppsala, 2015. (External link, fulltext
).
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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. (External link).
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A Recursive Method for Enumeration of Costas Arrays
. 2014. (fulltext
).
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Identifiability and limit cycles
. Technical report / Department of Information Technology, Uppsala University nr 2014-016, Uppsala University, uppsala, 2014. (External link, fulltext
).
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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
).
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On a limitation in networked flow control
. Technical report / Department of Information Technology, Uppsala University nr 2014-009, 2014. (External link, fulltext
).