Department of Information Technology

Publications of the Division of Systems and Control

Each list shows the publications since 2014.

Journal Papers

  1. Non-parametric time-domain tremor quantification with smart phone for therapy individualization. Fredrik Olsson and Alexander Medvedev. In IEEE Transactions on Control Systems Technology, volume 28, 2020. (DOI). Publication status: Epub ahead of print
  2. Automated active fault detection in fouled dissolved oxygen sensors. Oscar Samuelsson, Jesus Zambrano, Anders Björk, and Bengt Carlsson. In Water Research, volume 166, PERGAMON-ELSEVIER SCIENCE LTD, 2019. (DOI).
  3. Decoupling multivariate polynomials for nonlinear state-space models. Jan Decuyper, Philippe Dreesen, Johan Schoukens, Mark C. Runacres, and Koen Tiels. In IEEE Control Systems Letters, volume 3, number 3, pp 745-750, 2019.
  4. Evaluation of a sensor algorithm for motor state rating in Parkinson's disease. Dongni Johansson, Ilias Thomas, Anders Ericsson, Anders Johansson, Alexander Medvedev, Mevludin Memedi, Dag Nyholm, Fredrik Ohlsson, Marina Senek, Jack Spira, Jerker Westin, and Filip Bergquist. In Parkinsonism & Related Disorders, volume 64, pp 112-117, ELSEVIER SCI LTD, 2019. (DOI).
  5. Max-Min Fairness Design for MIMO Interference Channels: A Minorization-Maximization Approach. Mohammad Mahdi Naghsh, Maryatn Masjedi, Annan Adibi, and Petre Stoica. In IEEE Transactions on Signal Processing, volume 67, number 18, pp 4707-4719, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
  6. Particle-based adaptive-lag online marginal smoothing in general state-space models. Johan Alenlöv and Jimmy Olsson. In IEEE Transactions on Signal Processing, volume 67, number 21, pp 5571-5582, 2019. (DOI).
  7. Probabilistic approach to limited-data computed tomography reconstruction. Zenith Purisha, Carl Jidling, Niklas Wahlström, Thomas B. Schön, and Simo Särkkä. In Inverse Problems, volume 35, number 10, 2019. (DOI).
  8. Deep kernel learning for integral measurements. Carl Jidling, Johannes Hendriks, Thomas B. Schön, and Adrian Wills. In Computing Research Repository, number 1909.01844, 2019. (External link). Publication status: Submitted
  9. High-Dimensional Filtering Using Nested Sequential Monte Carlo. Christian A. Naesseth, Fredrik Lindsten, and Thomas B. Schön. In IEEE Transactions on Signal Processing, volume 67, number 16, pp 4177-4188, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
  10. Dynamic nonlinear partial least squares modeling using Gaussian process regression. Hongbin Liu, Chong Yang, Bengt Carlsson, S. Joe Qin, and ChangKyoo Yoo. In Industrial & Engineering Chemistry Research, volume 58, number 36, pp 16676-16686, 2019. (DOI, Fulltext).
  11. Effect Inference From Two-Group Data With Sampling Bias. Dave Zachariah and Petre Stoica. In IEEE Signal Processing Letters, volume 26, number 8, pp 1103-1106, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
  12. Machine learning techniques for monitoring the sludge profile in a secondary settler tank. Jesús Zambrano, Oscar Samuelsson, and Bengt Carlsson. In Applied water science, volume 9, number 6, 2019. (DOI, Fulltext).
  13. Neutron transmission strain tomography for non-constant stress-free lattice spacing. Johannes N. Hendriks, Carl Jidling, Thomas B. Schön, Adrian Wills, Christopher M. Wensrich, and Erich H. Kisi. In Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volume 456, pp 64-73, 2019. (DOI).
  14. Specialized Interior-Point Algorithm for Stable Nonlinear System Identification. Jack Umenberger and Ian R. Manchester. In IEEE Transactions on Automatic Control, volume 64, number 6, pp 2442-2456, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
  15. RFI Mitigation for UWB Radar Via Hyperparameter-Free Sparse SPICE Methods. Jiaying Ren, Tianyi Zhang, Jian Li, Lam H. Nguyen, and Petre Stoica. In IEEE Transactions on Geoscience and Remote Sensing, volume 57, number 6, pp 3105-3118, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2019. (DOI).
  16. Modeling of human smooth pursuit by sparse Volterra models with functionally dependent parameters. Viktor Bro and Alexander Medvedev. In , 2019. Publication status: Submitted
  17. Networked delay control for 5G wireless machine-type communications using multiconnectivity. Ramón A. Delgado, Katrina Lau, Richard H. Middleton, and Torbjörn Wigren. In IEEE Transactions on Control Systems Technology, volume 27, number 4, pp 1510-1525, 2019. (DOI).
  18. Loading factor estimation under affine constraints on the covariance eigenvalues with application to radar target detection. Antonio De Maio, Luca Pallotta, Jian Li, and Peter Stoica. In IEEE Transactions on Aerospace and Electronic Systems, volume 55, number 3, pp 1269-1283, 2019. (DOI).
  19. A user perspective on errors-in-variables methods in system identification. Torsten Söderström. In Control Engineering Practice, volume 89, pp 56-69, 2019. (DOI).
  20. Monotonicity and robustness in Wiener disorder detection. Erik Ekström and Juozas Vaicenavicius. In Sequential Analysis, volume 38, number 1, pp 57-68, 2019. (DOI, Fulltext).
  21. Data consistency approach to model validation. Andreas Lindholm, Dave Zachariah, Peter Stoica, and Thomas B. Schön. In IEEE Access, volume 7, pp 59788-59796, 2019. (DOI, Fulltext).
  22. Hybrid observer with finite-memory output error correction for linear systems under intrinsic impulsive feedback. Diana Yamalova and Alexander Medvedev. In Automatica, 2019. Publication status: Submitted
  23. Bifurcation analysis for non-local design of a hybrid observer for the impulsive Goodwin's oscillator. Diana Yamalova, Alexander Medvedev, and Zhanybai Zhusubaliyev. In , 2019. Publication status: Submitted
  24. Radar detection architecture based on interference covariance structure classification. Vincenzo Carotenuto, Antonio De Maio, Danilo Orlando, and Peter Stoica. In IEEE Transactions on Aerospace and Electronic Systems, volume 55, number 2, pp 607-618, 2019. (DOI).
  25. Oscillations-free PID control of anesthetic drug delivery in neuromuscular blockade. Alexander Medvedev, Zhanybai T. Zhusubaliyev, Olov Rosén, and Margarida Martins da Silva. In Computer Methods and Programs in Biomedicine, volume 171, pp 119-131, ELSEVIER IRELAND LTD, 2019. (DOI).
  26. Source resolvability of spatial-smoothing-based subspace methods: A Hadamard product perspective. Zai Yang, Peter Stoica, and Jinhui Tang. In IEEE Transactions on Signal Processing, volume 67, number 10, pp 2543-2553, 2019. (DOI).
  27. Impulsive model of endocrine regulation with a local continuous feedback. Hadi Taghvafard, Alexander Medvedev, Anton V. Proskurnikov, and Ming Cao. In Mathematical Biosciences, volume 310, pp 128-135, 2019. (DOI).
  28. Sinusoidal parameter estimation from signed measurements via majorization–minimization based RELAX. Jiaying Ren, Tianyi Zhang, Jian Li, and Peter Stoica. In IEEE Transactions on Signal Processing, volume 67, number 8, pp 2173-2186, 2019. (DOI).
  29. Sampled-data adaptive observer for state-affine systems with uncertain output equation. Tarek Ahmed-Ali, Koen Tiels, Maarten Schoukens, and Fouad Giri. In Automatica, volume 103, pp 96-105, 2019. (DOI).
  30. Learning sparse graphs for prediction of multivariate data processes. Arun Venkitaraman and Dave Zachariah. In IEEE Signal Processing Letters, volume 26, number 3, pp 495-499, 2019. (DOI).
  31. Combined <em>L</em><sub>2</sub>-stable feedback and feedforward aeration control in a wastewater treatment plant. Tatiana Chistiakova, Torbjörn Wigren, and Bengt Carlsson. In IEEE Transactions on Control Systems Technology, volume 27, 2019. (DOI). Publication status: Epub ahead of print
  32. On model order priors for Bayesian identification of SISO linear systems. Patricio E. Valenzuela, Thomas B. Schön, and Cristian R. Rojas. In International Journal of Control, volume 92, number 7, pp 1645-1661, 2019. (DOI).
  33. Getting started with particle Metropolis-Hastings for inference in nonlinear dynamical models. Johan Dahlin and Thomas B. Schön. In Journal of Statistical Software, volume 88, number CN2, pp 1-41, 2019. (DOI, Fulltext, fulltext:print).
  34. Optimal controller/observer gains of discounted-cost LQG systems. Hildo Bijl and Thomas B. Schön. In Automatica, volume 101, pp 471-474, Elsevier, 2019. (DOI).
  35. Calculating Deep Brain Stimulation Amplitudes and Power Consumption by Constrained Optimization. Rubén Cubo, Markus Fahlström, Elena Jiltsova, Helena Andersson, and Alexander Medvedev. In Journal of Neural Engineering, volume 16, number 1, 2019. (DOI).
  36. A disturbance rejection and data rate trade-off in networked data flow control. Torbjörn Wigren. In European Journal of Control, volume 47, pp 1-10, 2019. (DOI).
  37. Frequency conditions for stable networked controllers with time-delay. Johannes Nygren, Torbjörn Wigren, and Kristiaan Pelckmans. In International Journal of Control, volume 92, number 4, pp 886-895, 2019. (DOI).
  38. Analysis of photobioreactors in series. Stefan Diehl, Jesus Zambrano, and Bengt Carlsson. In Mathematical Biosciences, volume 306, pp 107-118, ELSEVIER SCIENCE INC, 2018. (DOI).
  39. Fault signatures and bias progression in dissolved oxygen sensors. Oscar Samuelsson, Anders Bjork, Jesus Zambrano, and Bengt Carlsson. In Water Science and Technology, volume 78, number 5, pp 1034-1044, 2018. (DOI, Fulltext, fulltext:print).
  40. Smoothing with Couplings of Conditional Particle Filters. Pierre Jacob, Fredrik Lindsten, and Thomas B. Schön. In Journal of the American Statistical Association, Taylor & Francis, 2018. (DOI, Fulltext, fulltext:print).
  41. Automated learning with a probabilistic programming language: Birch. Lawrence Murray and Thomas B. Schön. In Annual Reviews in Control, volume 46, pp 29-43, Elsevier, 2018. (DOI).
  42. Maximum likelihood identification of stable linear dynamical systems. Jack Umenberger, Johan Wågberg, Ian R. Manchester, and Thomas B. Schön. In Automatica, volume 96, pp 280-292, 2018. (DOI).
  43. A stability criterion for switching Lur'e systems with switching-path restrictions. Johannes Nygren and Kristiaan Pelckmans. In Automatica, volume 96, pp 337-341, 2018. (DOI).
  44. NOVIFAST: A Fast Algorithm for Accurate and Precise VFA MRI<em>T</em><sub>1</sub>Mapping. Gabriel Ramos-Llordén, Gonzalo Vegas-Sánchez-Ferrero, Marcus Björk, Floris Vanhevel, Paul M. Parizel, Raúl San José Estépar, Arnold J. den Dekker, and Jan Sijbers. In IEEE Transactions on Medical Imaging, volume 37, number 11, pp 2414-2427, IEEE, 2018. (DOI).
  45. Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes. Arno Solin, Manon Kok, Niklas Wahlstro?m, Thomas B. Schön, and Simo Särkkä. In IEEE Transactions on robotics, volume 34, number 4, pp 1112-1127, Institute of Electrical and Electronics Engineers (IEEE), 2018. (DOI).
  46. Assortative interactions revealed by sorting of animal groups. Alex Szorkovszky, Alexander Kotrschal, James E. Herbert-Read, Severine D. Buechel, Maxym Romensky, Emil Rosén, Wouter van der Bijl, Kristiaan Pelckmans, Niclas Kolm, and David J. T. Sumpter. In Animal Behaviour, volume 142, pp 165-179, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
  47. Lyman continuum leakage versus quenching with the James Webb Space Telescope: the spectral signatures of quenched star formation activity in reionization-epoch galaxies. Christian Binggeli, Erik Zackrisson, Kristiaan Pelckmans, Rubén Cubo, Hannes Jensen, and Ikko Shimizu. In Monthly notices of the Royal Astronomical Society, volume 479, number 1, pp 368-376, 2018. (DOI, Fulltext, fulltext:preprint, fulltext:print).
  48. Probabilistic modelling and reconstruction of strain. Carl Jidling, Johannes Hendriks, Niklas Wahlström, Alexander Gregg, Thomas B. Schön, Christopher Wensrich, and Adrian Wills. In Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms, volume 436, pp 141-155, 2018. (DOI).
  49. Coherent modulation of the sea-level annual cycle in the United States by Atlantic Rossby waves. Francisco M. Calafat, Thomas Wahl, Fredrik Lindsten, Joanne Williams, and Eleanor Frajka-Williams. In Nature Communications, volume 9, Nature Publishing Group, 2018. (DOI, Fulltext, fulltext:print).
  50. Nonlinear dynamics and entrainment in a continuously forced pulse-modulated model of testosterone regulation. Alexander Medvedev, Per Mattsson, Zhanybai T. Zhusubaliyev, and Viktor Avrutin. In Nonlinear dynamics, volume 94, number 2, pp 1165-1181, 2018. (DOI, Fulltext).
  51. Bayesian information criterion for signed measurements with application to sinusoidal signals. Changheng Li, Rong Zhang, Jian Li, and Peter Stoica. In IEEE Signal Processing Letters, volume 25, number 8, pp 1251-1255, 2018. (DOI).
  52. Learning of state-space models with highly informative observations: A tempered sequential Monte Carlo solution. Andreas Svensson, Thomas B. Schön, and Fredrik Lindsten. In Mechanical systems and signal processing, volume 104, pp 915-928, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
  53. Probabilistic learning of nonlinear dynamical systems using sequential Monte Carlo. Thomas B. Schön, Andreas Svensson, Lawrence Murray, and Fredrik Lindsten. In Mechanical systems and signal processing, volume 104, pp 866-883, ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD, 2018. (DOI).
  54. Recursive nonlinear-system identification using latent variables. Per Mattsson, Dave Zachariah, and Peter Stoica. In Automatica, volume 93, pp 343-351, 2018. (DOI).
  55. Delay skew packet flow control in wireless systems with dual connectivity. Torbjörn Wigren, Katrina Lau, Ramón A. Delgado, and Richard H. Middleton. In IEEE Transactions on Vehicular Technology, volume 67, number 6, pp 5357-5371, 2018. (DOI).
  56. Probabilistic forecasting of electricity consumption, photovoltaic power generation and net demand of an individual building using Gaussian Processes. Dennis W. van der Meer, Mahmoud Shepero, Andreas Svensson, Joakim Widén, and Joakim Munkhammar. In Applied Energy, volume 213, pp 195-207, 2018. (DOI).
  57. Individualization of levodopa treatment using a microtablet dispenser and ambulatory accelerometry. Dongni Johansson, Anders Ericsson, Anders Johansson, Alexander Medvedev, Dag Nyholm, Fredrik Ohlsson, Marina Senek, Jack Spira, Ilias Thomas, Jerker Westin, and Filip Bergquist. In CNS Neuroscience & Therapeutics, volume 24, number 5, pp 439-447, 2018. (DOI).
  58. Identification of cascade water tanks using a PWARX model. Per Mattsson, Dave Zachariah, and Peter Stoica. In Mechanical systems and signal processing, volume 106, pp 40-48, 2018. (DOI).
  59. Optimization-based contact fault alleviation in deep brain stimulation leads. Rubén Cubo, Mattias Åström, and Alexander Medvedev. In IEEE transactions on neural systems and rehabilitation engineering, volume 26, number 1, pp 69-76, 2018. (DOI).
  60. Phase retrieval via the alternating direction method of multipliers. Junli Liang, Peter Stoica, Yang Jing, and Jian Li. In IEEE Signal Processing Letters, volume 25, number 1, pp 5-9, 2018. (DOI).
  61. Worst-case prediction performance analysis of the Kalman filter. Sholeh Yasini and Kristiaan Pelckmans. In IEEE Transactions on Automatic Control, volume 63, number 6, pp 1768-1775, 2018. (DOI).
  62. Comparison of two hyperparameter-free sparse signal processing methods for direction-of-arrival tracking in the HF97 ocean acoustic experiment. Anup Das, Dave Zachariah, and Peter Stoica. In IEEE Journal of Oceanic Engineering, volume 43, number 3, pp 725-734, 2018. (DOI).
  63. Globally stable wireless data flow control. Torbjörn Wigren and Reem Karaki. In IEEE Transactions on Control of Network Systems, volume 5, number 1, pp 469-478, 2018. (DOI).
  64. Smoothed State Estimation via Efficient Solution of Linear Equations. Li-Hui Geng, Brett Ninness, Adrian Wills, and Thomas B. Schön. In IFAC-PapersOnLine, volume 50, number 1, pp 1613-1618, 2017. (DOI).
  65. Blocking strategies and stability of particle Gibbs samplers. S. S. Singh, Fredrik Lindsten, and E. Moulines. In Biometrika, volume 104, number 4, pp 953-969, 2017. (DOI, Fulltext, fulltext:print).
  66. Short-term and long-term effects of a progressive resistance and balance exercise program in individuals with chronic stroke: a randomised controlled study. Karin Hellström and Lena Zetterberg. In Disability and Rehabilitation, 2017.
  67. Unmixing hyperspectral data by using signal subspace sampling. Jakob Spiegelberg, Shunsuke Muto, Masahiro Ohtsuka, Kristiaan Pelckmans, and Jan Rusz. In Ultramicroscopy, volume 182, pp 205-211, ELSEVIER SCIENCE BV, 2017. (DOI).
  68. A Platform for Teaching Sensor Fusion Using a Smartphone. Gustaf Hendeby, Fredrik Gustafsson, Niklas Wahlström, and Svante Gunnarsson. In International journal of engineering education, volume 33, number 2B, pp 781-789, 2017.
  69. Comments on “Enhanced PUMA for Direction-of-Arrival Estimation and Its Performance Analysis”. Dave Zachariah, Petre Stoica, and Magnus Jansson. In IEEE Transactions on Signal Processing, volume 65, number 22, pp 6113-6114, 2017. (DOI).
  70. Discrete-time mapping for an impulsive Goodwin oscillator with three delays. Alexander N. Churilov, Alexander Medvedev, and Zhanybai T. Zhusubaliyev. In International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, volume 27, number 12, 2017. (DOI).
  71. Blocking strategies and stability of particle Gibbs samplers. Sumeetpal S. Singh, Fredrik Lindsten, and Eric Moulines. In Biometrika, volume 104, number 4, pp 953-969, 2017.
  72. Hybrid Observer for an Intrinsic Impulsive Feedback System. Diana Yamalova, Alexander Churilov, and Alexander Medvedev. In IFAC-PapersOnLine, volume 50, number 1, pp 4570-4575, 2017. (DOI).
  73. Scalable and Passive Wireless Network Clock Synchronization in LOS Environments. Dave Zachariah, Satyam Dwivedi, Peter Handel, and Peter Stoica. In IEEE Transactions on Wireless Communications, volume 16, number 6, pp 3536-3546, 2017. (DOI).
  74. Model order selection rules for covariance structure classification in radar. Vincenzo Carotenuto, Antonio De Maio, Danilo Orlando, and Peter Stoica. In IEEE Transactions on Signal Processing, volume 65, number 20, pp 5305-5317, 2017. (DOI).
  75. Improving the performance of cellular uplinks via power overbooking. Katrina Lau, Graham C. Goodwin, Torbjörn Wigren, and Linda Brus. In IET Communications, volume 11, number 9, pp 1512-1518, 2017. (DOI).
  76. Gaussian process regression for monitoring and fault detection of wastewater treatment processes. Oscar Samuelsson, Anders Björk, Jesús Zambrano, and Bengt Carlsson. In Water Science and Technology, volume 75, number 12, pp 2952-2963, 2017. (DOI).
  77. An efficient method for sorting and quantifying individual social traits based on group-level behaviour. Alex Szorkovszky, Alexander Kotrschal, James E. Herbert Read, David J. T. Sumpter, Niclas Kolm, and Kristiaan Pelckmans. In Methods in Ecology and Evolution, volume 8, number 12, pp 1735-1744, 2017. (DOI).
  78. A study protocol for applying user participation and co-learning: Lessons learned from the eBalance project. Anna Cristina Åberg, Kjartan Halvorsen, Ingrid From, Åsa Bergman Bruhn, Lars Oestreicher, and Anita Melander-Wikman. In International Journal of Environmental Research and Public Health, volume 14, number 5, MDPI AG, 2017. (DOI, Fulltext, fulltext:print).
  79. On robust input design for nonlinear dynamical models. Patricio E. Valenzuela, Johan Dahlin, Cristian R. Rojas, and Thomas B. Schön. In Automatica, volume 77, pp 268-278, PERGAMON-ELSEVIER SCIENCE LTD, 2017. (DOI).
  80. A flexible state–space model for learning nonlinear dynamical systems. Andreas Svensson and Thomas B. Schön. In Automatica, volume 80, pp 189-199, 2017. (DOI).
  81. Errors-in-variables identification using maximum likelihood estimation in the frequency domain. Torsten Söderström and Umberto Soverini. In Automatica, volume 79, pp 131-143, 2017. (DOI).
  82. Levodopa/carbidopa microtablets in Parkinson’s disease: A study of pharmacokinetics and blinded motor assessment. Marina Senek, Sten-Magnus Aquilonius, Håkan Askmark, Filip Bergquist, Radu Constantinescu, Anders Ericsson, Sara Lycke, Alexander Medvedev, Mevludin Memedi, Fredrik Ohlsson, Jack Spira, Jerker Westin, and Dag Nyholm. In European Journal of Clinical Pharmacology, volume 73, number 5, pp 563-571, 2017. (DOI, Fulltext).
  83. Tensor decompositions for the analysis of atomic resolution electron energy loss spectra. Jakob Spiegelberg, Jan Rusz, and Kristiaan Pelckmans. In Ultramicroscopy, volume 175, pp 36-45, 2017. (DOI).
  84. Analysis of electron energy loss spectroscopy data using geometric extraction methods. Jakob Spiegelberg, Jan Rusz, Thomas Thersleff, and Kristiaan Pelckmans. In Ultramicroscopy, volume 174, pp 14-26, 2017. (DOI).
  85. Training signal design for correlated massive MIMO channel estimation. Mojtaba Soltanalian, Mohammad Mahdi Naghsh, Nafiseh Shariati, Peter Stoica, and Babak Hassibi. In IEEE Transactions on Wireless Communications, volume 16, number 2, pp 1135-1143, 2017. (DOI).
  86. Loop-shaping feedback and feedforward control for networked systems with saturation and delay. Torbjörn Wigren. In Asian journal of control, volume 19, number 4, pp 1329-1349, 2017. (DOI).
  87. Locating the Few: Sparsity-aware waveform design for active radar. Heng Hu, Mojtaba Soltanalian, Peter Stoica, and Xiaohua Zhu. In IEEE Transactions on Signal Processing, volume 65, number 3, pp 651-662, 2017. (DOI).
  88. Divide-and-Conquer with sequential Monte Carlo. Fredrik Lindsten, A. M. Johansen, C. A. Naesseth, B. Kirkpatrick, Thomas B. Schön, J. A. D. Aston, and A. Bouchard-Côté. In Journal of Computational And Graphical Statistics, volume 26, number 2, pp 445-458, 2017. (DOI).
  89. Steady-state analyses of activated sludge processes with plug-flow reactor. Stefan Diehl, Jesús Zambrano, and Bengt Carlsson. In Journal of Environmental Chemical Engineering, volume 5, number 1, pp 795-809, 2017. (DOI).
  90. A simple model for algae-bacteria interaction in photo-bioreactors. Jesús Zambrano, Ivo Krustok, Emma Nehrenheim, and Bengt Carlsson. In Algal Research, volume 19, pp 155-161, 2016. (DOI).
  91. A machine-learning approach to measuring the escape of ionizing radiation from galaxies in the reionization epoch. Hannes Jensen, Erik Zackrisson, Kristiaan Pelckmans, Christian Binggeli, Kristiina Ausmees, and Ulrika Lundholm. In Astrophysical Journal, volume 827, number 1, pp 5:1-12, 2016. (DOI).
  92. Recursive identification method for piecewise ARX models: A sparse estimation approach. Per Mattsson, Dave Zachariah, and Peter Stoica. In IEEE Transactions on Signal Processing, volume 64, number 19, pp 5082-5093, 2016. (DOI).
  93. Optimization of lead design and electrode configuration in Deep Brain Stimulation. Rubén Cubo, Mattias Åström, and Alexander Medvedev. In International Journal On Advances in Life Sciences, volume 8, pp 76-86, 2016. (Article, fulltext:postprint).
  94. Efficient sum-rate maximization for medium-scale MIMO AF-relay networks. Mohammad Mahdi Naghsh, Mojtaba Soltanalian, Peter Stoica, Maryam Masjedi, and Björn Ottersten. In IEEE Transactions on Wireless Communications, volume 15, number 9, pp 6400-6411, 2016. (DOI).
  95. Model-based optimization of individualized Deep Brain Stimulation therapy. Rubén Cubo, Alexander Medvedev, and Mattias Åström. In IEEE Design & Test, volume 33, number 4, pp 74-81, 2016. (DOI).
  96. Magnetometer calibration using inertial sensors. Manon Kok and Thomas B. Schön. In IEEE Sensors Journal, volume 16, number 14, pp 5679-5689, 2016. (DOI).
  97. Convergence analysis for recursive Hammerstein identification. Per Mattsson and Torbjörn Wigren. In Automatica, volume 71, pp 179-186, 2016. (DOI).
  98. Vandermonde decomposition of multilevel Toeplitz matrices with application to multidimensional super-resolution. Zai Yang, Lihua Xie, and Peter Stoica. In IEEE Transactions on Information Theory, volume 62, number 6, pp 3685-3701, 2016. (DOI).
  99. Estimating the order of sinusoidal models using the adaptively penalized likelihood approach: Large sample consistency properties. Khushboo Surana, Sharmishtha Mitra, Amit Mitra, and Peter Stoica. In Signal Processing, volume 128, pp 204-211, 2016. (DOI).
  100. Using convolution to estimate the score function for intractable state-transition models. Liang Dai and Thomas B. Schön. In IEEE Signal Processing Letters, volume 23, number 4, pp 498-501, 2016. (DOI).
  101. Discrete-time map for an impulsive Goodwin oscillator with a distributed delay. Alexander N. Churilov and Alexander Medvedev. In MCSS. Mathematics of Control, Signals and Systems, volume 28, number 1, 2016. (DOI).
  102. Fault detection and isolation of sensors in aeration control systems. Bengt Carlsson and Jesús Zambrano. In Water Science and Technology, volume 73, number 3, pp 648-653, 2016. (DOI).
  103. Robust <em>L</em><sub>2</sub> stable networked control of wireless packet queues in delayed Internet connections. Torbjörn Wigren. In IEEE Transactions on Control Systems Technology, volume 24, number 2, pp 502-513, 2016. (DOI).
  104. Rao–Blackwellized particle smoothers for conditionally linear Gaussian models. Fredrik Lindsten, Pete Bunch, Simo Särkkä, Thomas B. Schön, and Simon J. Godsill. In IEEE Journal on Selected Topics in Signal Processing, volume 10, number 2, pp 353-365, 2016. (DOI).
  105. Mean and variance of the LQG cost function. Hildo Bijl, Jan-Willem van Wingerden, Thomas B. Schön, and Michel Verhaegen. In Automatica, volume 67, pp 216-223, 2016. (DOI).
  106. A direct proof of the discrete-time multivariate circle and Tsypkin criteria. Johannes Nygren and Kristiaan Pelckmans. In IEEE Transactions on Automatic Control, volume 61, number 2, pp 544-549, 2016. (DOI).
  107. Errors-in-variables system identification using structural equation modeling. David Kreiberg, Torsten Söderström, and Fan Yang-Wallentin. In Automatica, volume 66, pp 218-230, 2016. (DOI, fulltext:postprint).
  108. Wireless feedback and feedforward data flow control subject to rate saturation and uncertain delay. Torbjörn Wigren. In IET Control Theory & Applications, volume 10, number 3, pp 346-353, 2016. (DOI).
  109. Low frequency sensitivity function constraints for nonlinear <em>L</em><sub>2</sub>-stable networked control. Torbjörn Wigren. In Asian journal of control, volume 18, number 4, pp 1200-1218, 2016. (DOI).
  110. Steady-state analysis of activated sludge processes with a settler model including sludge compression. Stefan Diehl, Jesús Zambrano, and Bengt Carlsson. In Water Research, volume 88, pp 104-116, 2016. (DOI).
  111. Impulsive Goodwin oscillator with large delay: Periodic oscillations, bistability, and attractors. Alexander N. Churilov, Alexander Medvedev, and Zhanybai T. Zhusubaliyev. In Nonlinear Analysis: Hybrid Systems, volume 21, pp 171-183, 2016. (DOI).
  112. Control of selective catalytic reduction systems using feedback linearisation. Soma Tayamon and Torbjörn Wigren. In Asian journal of control, volume 18, number 3, pp 802-816, 2016. (DOI).
  113. A multicomponent T<sub>2</sub> relaxometry algorithm for myelin water imaging of the brain. Marcus Björk, Dave Zachariah, Joel Kullberg, and Peter Stoica. In Magnetic Resonance in Medicine, volume 75, number 1, pp 390-402, 2016. (DOI).
  114. Finite-dimensional hybrid observer for delayed impulsive model of testosterone regulation. Diana Yamalova, Alexander Churilov, and Alexander Medvedev. In Mathematical problems in engineering (Print), volume 2015, pp 190463:1-12, 2015. (DOI, Fulltext).
  115. Model order and identifiability of non-linear biological systems in stable oscillation. Torbjörn Wigren. In IEEE/ACM Transactions on Computational Biology & Bioinformatics, volume 12, number 6, pp 1479-1484, 2015. (DOI).
  116. Trunk Muscle Activation at the Initiation and Braking of Bilateral Shoulder Flexion Movements of Different Amplitudes. Martin Eriksson Crommert, Kjartan Halvorsen, and Maria M. Ekblom. In PLoS ONE, volume 10, number 11, 2015. (DOI, fulltext:print).
  117. High-resolution imaging for impulse-based forward-looking ground penetrating radar. Ode Ojowu, Luzhou Xu, Jian Li, John Anderson, Lam Nguyen, and Peter Stoica. In International Journal of Remote Sensing Applications, volume 5, pp 11-24, 2015. (DOI).
  118. Joint ranging and clock parameter estimation by wireless round trip time measurements. Satyam Dwivedi, Alessio De Angelis, Dave Zachariah, and Peter Händel. In IEEE Journal on Selected Areas in Communications, volume 33, number 11, pp 2379-2390, 2015. (DOI).
  119. Modeling the effect of intravenous anesthetics: A path toward individualization. Margarida Martins da Silva, Alexander Medvedev, Torbjörn Wigren, and Teresa Mendonça. In IEEE Design & Test, volume 32, number 5, pp 17-26, 2015. (DOI).
  120. Multistability and hidden attractors in an impulsive Goodwin oscillator with time delay. Zhanybai T. Zhusubaliyev, Erik Mosekilde, Alexander N. Churilov, and Alexander Medvedev. In The European Physical Journal Special Topics, volume 224, number 8, pp 1519-1539, 2015. (DOI).
  121. Joint vehicle trajectory and model parameter estimation using road side sensors. Roland Hostettler, Wolfgang Birk, and Magnus Lundberg Nordenvaad. In IEEE Sensors Journal, volume 15, number 9, pp 5075-5086, 2015. (DOI).
  122. Robust tuning of bending-points detection algorithms in batch-operated processes: Application to autothermal thermophilic aerobic digesters. Ion Irizar, Jesús Zambrano, Bengt Carlsson, Mikel Morrás, and Enrique Aymerich. In Environmental Modelling & Software, volume 71, pp 148-158, 2015. (DOI).
  123. Parametric and nonparametric analysis of eye-tracking data by anomaly detection. Daniel Jansson, Olov Rosén, and Alexander Medvedev. In IEEE Transactions on Control Systems Technology, volume 23, number 4, pp 1578-1586, 2015. (DOI).
  124. Wireless interference power estimation for inter-cell interference coordination. Torbjörn Wigren. In IET Communications, volume 9, number 12, pp 1539-1546, 2015. (DOI).
  125. Online hyperparameter-free sparse estimation method. Dave Zachariah and Peter Stoica. In IEEE Transactions on Signal Processing, volume 63, number 13, pp 3348-3359, 2015. (DOI).
  126. A new structure exploiting derivation of recursive direct weight optimization. Liang Dai and Thomas B. Schön. In IEEE Transactions on Automatic Control, volume 60, number 6, pp 1683-1685, 2015. (DOI).
  127. Load transients in pooled cellular core network nodes. Åke Arvidsson and Tobias Rydén. In Performance evaluation (Print), volume 90, pp 18-35, 2015. (DOI).
  128. ATAD control goals through the analysis of process variables and evaluation of quality, production and cost. Silvano Nájera, Montserrat Gil-Martínez, and Jesús A. Zambrano. In Water Science and Technology, volume 71, number 5, pp 717-724, 2015. (DOI).
  129. Indoor positioning using ultrawideband and inertial measurements. Manon Kok, Jeroen D. Hol, and Thomas B. Schön. In IEEE Transactions on Vehicular Technology, volume 64, number 4, pp 1293-1303, 2015. (DOI).
  130. Optimal steady-state design of zone volumes of bioreactors with Monod growth kinetics. Jesús Zambrano, Bengt Carlsson, and Stefan Diehl. In Biochemical engineering journal, volume 100, pp 59-66, 2015. (DOI).
  131. On the exponential convergence of the Kaczmarz algorithm. Liang Dai and Thomas B. Schön. In IEEE Signal Processing Letters, volume 22, number 10, pp 1571-1574, 2015. (DOI).
  132. Cramér–Rao bound analog of Bayes' rule. Dave Zachariah and Peter Stoica. In IEEE signal processing magazine (Print), volume 32, number 2, pp 164-168, 2015. (DOI).
  133. System components of a general theory of software engineering. Anca-Juliana Stoica, Kristiaan Pelckmans, and William Rowe. In Science of Computer Programming, volume 101, pp 42-65, 2015. (DOI).
  134. Identifiability and convergence analysis of the MINLIP estimator. Liang Dai, Kristiaan Pelckmans, and Er-Wei Bai. In Automatica, volume 51, pp 104-110, 2015. (DOI).
  135. Bifurcation analysis of PID-controlled neuromuscular blockade in closed-loop anesthesia. Zhanybai T. Zhusubaliyev, Alexander Medvedev, and Margarida Martins da Silva. In Journal of Process Control, volume 25, pp 152-163, 2015. (DOI).
  136. On the nuclear norm heuristic for a Hankel matrix completion problem. Liang Dai and Kristiaan Pelckmans. In Automatica, volume 51, pp 268-272, 2015. (DOI).
  137. Model-based temperature control of a selective catalytic reduction system. Soma Tayamon, Anders Larsson, and Björn Westerberg. In IET Control Theory & Applications, volume 9, number 2, pp 211-221, 2015. (DOI).
  138. Particle Metropolis–Hastings using gradient and Hessian information. Johan Dahlin, Fredrik Lindsten, and Thomas B. Schön. In Statistics and computing, volume 25, number 1, pp 81-92, 2015. (DOI).
  139. Performance of an adaptive controller for the neuromuscular blockade based on inversion of a Wiener model. Margarida Martins da Silva, Luis Paz, Torbjörn Wigren, and Teresa Mendonça. In Asian journal of control, volume 17, number 4, pp 1136-1147, 2015. (DOI).
  140. A unified framework for EIV identification methods when the measurement noises are mutually correlated. Torsten Söderström, Roberto Diversi, and Umberto Soverini. In Automatica, volume 50, number 12, pp 3216-3223, 2014. (DOI).
  141. New approach to phase correction in multi-echo T<sub>2</sub> relaxometry. Marcus Björk and Peter Stoica. In Journal of magnetic resonance, volume 249, pp 100-107, 2014. (DOI).
  142. Sparse estimation from noisy observations of an overdetermined linear system. Liang Dai and Kristiaan Pelckmans. In Automatica, volume 50, number 11, pp 2845-2851, 2014. (DOI).
  143. The concept of mobility in single- and double handed manipulation. Kjartan Halvorsen, Fredrik Tinmark, and Anton Arndt. In Journal of Biomechanics, volume 47, number 14, pp 3569-3573, 2014. (DOI).
  144. Extended accuracy analysis of a covariance matching approach for identifying errors-in-variables systems. Torsten Söderström, David Kreiberg, and Magnus Mossberg. In Automatica, volume 50, number 10, pp 2597-2605, 2014. (DOI).
  145. Asymmetric nu-tube support vector regression. Xiaolin Huang, Lei Shi, Kristiaan Pelckmans, and Johan A. K. Suykens. In Computational Statistics & Data Analysis, volume 77, pp 371-382, 2014. (DOI).
  146. On Prime Root-of-Unity Sequences with Perfect Periodic Correlation. Mojtaba Soltanalian and Petre Stoica. In IEEE Transactions on Signal Processing, volume 62, number 20, pp 5458-5470, 2014. (DOI).
  147. The pavement as a waveguide: Modeling, system identification, and parameter estimation. Roland Hostettler, Magnus Lundberg Nordenvaad, and Wolfgang Birk. In IEEE Transactions on Instrumentation and Measurement, volume 63, number 8, pp 2052-2063, 2014. (DOI).
  148. Particle Gibbs with ancestor sampling. Fredrik Lindsten, Michael I. Jordan, and Thomas B. Schön. In Journal of machine learning research, volume 15, pp 2145-2184, 2014.
  149. An impulse-to-impulse discrete-time mapping for a time-delay impulsive system. Alexander N. Churilov and Alexander Medvedev. In Automatica, volume 50, number 8, pp 2187-2190, 2014. (DOI).
  150. Instrumentation, control and automation in wastewater – from London 1973 to Narbonne 2013. G. Olsson, Bengt Carlsson, J. Comas, J. Copp, K. V. Gernaey, P. Ingildsen, U. Jeppsson, C. Kim, L. Rieger, I. Rodriguez-Roda, J.-P. Steyer, I. Takacs, P. A. Vanrolleghem, A. Vargas, Z. Yuan, and Linda Åmand. In Water Science and Technology, volume 69, number 7, pp 1373-1385, 2014. (DOI).
  151. Lessons learnt from evaluating full-scale ammonium feedback control in three large wastewater treatment plants. Linda Åmand, C. Laurell, K. Stark-Fujii, A. Thunberg, and Bengt Carlsson. In Water Science and Technology, volume 69, number 7, pp 1573-1580, 2014. (DOI).
  152. On designing the transmission and reception of multistatic continuous active sonar systems. Junli Liang, Luzhou Xu, Jian Li, and Peter Stoica. In IEEE Transactions on Aerospace and Electronic Systems, volume 50, number 1, pp 285-299, 2014. (DOI).
  153. A longitudinal study of gait function and characteristics of gait disturbances in individuals with Alzheimer's disease. Ylva Cedervall, Kjartan Halvorsen, and Anna Cristina Åberg. In Gait & Posture, volume 39, number 4, pp 1022-1027, 2014. (DOI, Fulltext, fulltext:print).
  154. Spectrally constrained waveform design. William Rowe, Peter Stoica, and Jian Li. In IEEE signal processing magazine (Print), volume 31, number 3, pp 157-162, 2014. (DOI).
  155. Single-stage transmit beamforming design for MIMO radar. Mojtaba Soltanalian, Heng Hu, and Peter Stoica. In Signal Processing, volume 102, pp 132-138, 2014. (DOI).
  156. Estimation for the linear model with uncertain covariance matrices. Dave Zachariah, Nafiseh Shariati, Mats Bengtsson, Magnus Jansson, and Saikat Chatterjee. In IEEE Transactions on Signal Processing, volume 62, number 6, pp 1525-1535, 2014. (DOI).
  157. Periodical solutions in a pulse-modulated model of endocrine regulation with time-delay. Alexander Churilov, Alexander Medvedev, and Per Mattsson. In IEEE Transactions on Automatic Control, volume 59, number 3, pp 728-733, 2014. (DOI).
  158. Radar Code Design for Detection of Moving Targets. Mohammad Mahdi Naghsh, Mojtaba Soltanalian, Peter Stoica, and Mahmoud Modarres-Hashemi. In IEEE Transactions on Aerospace and Electronic Systems, volume 50, number 4, pp 2762-2778, 2014. (DOI).
  159. Designing unimodular codes via quadratic optimization. Mojtaba Soltanalian and Peter Stoica. In IEEE Transactions on Signal Processing, volume 62, number 5, pp 1221-1234, 2014. (DOI).
  160. On meeting the peak correlation bounds. Mojtaba Soltanalian, Mohammad Mahdi Naghsh, and Peter Stoica. In IEEE Transactions on Signal Processing, volume 62, number 5, pp 1210-1220, 2014. (DOI).
  161. Schedule-based sequential localization in asynchronous wireless networks. Dave Zachariah, Alessio De Angelis, Satyam Dwivedi, and Peter Händel. In EURASIP Journal on Advances in Signal Processing, volume 2014, pp 16:1-12, 2014. (DOI).
  162. On the randomized Kaczmarz algorithm. Liang Dai, Mojtaba Soltanalian, and Kristiaan Pelckmans. In IEEE Signal Processing Letters, volume 21, number 3, pp 330-333, 2014. (DOI).
  163. A Doppler robust design of transmit sequence and receive filter in the presence of signal-dependent interference. Mohammad Mahdi Naghsh, Mojtaba Soltanalian, Peter Stoica, Mahmoud Modarres-Hashemi, Antonio De Maio, and Augusto Aubry. In IEEE Transactions on Signal Processing, volume 62, number 4, pp 772-785, 2014. (DOI).
  164. Laguerre domain modeling of continuous time delay in the face of finite-dimensional perturbation. Alexander Medvedev and Egi Hidayat. In , 2014. Publication status: Submitted
  165. Identification of the elementary motion detector model in fly motion vision from intracellularly recorded neural data. Egi Hidayat, Alexander Medvedev, and Karin Nordström. In , 2014. Publication status: Submitted
  166. Spatial excitation properties of sinusoidal grating stimuli in the identification of a layer of motion detectors. Egi Hidayat, Mojtaba Soltanalian, Alexander Medvedev, and Karin Nordström. In , 2014. Publication status: Submitted
  167. On Bayesian channel estimation and FFT-based symbol detection in MIMO underwater acoustic communications. Jun Ling, Xing Tan, Tarik Yardibi, Jian Li, Magnus Lundberg Nordenvaad, Hao He, and Kexin Zhao. In IEEE Journal of Oceanic Engineering, volume 39, number 1, pp 59-73, 2014. (DOI).
  168. Approximate adjoint-based iterative learning control. Johannes Nygren, Kristiaan Pelckmans, and Bengt Carlsson. In International Journal of Control, volume 87, number 5, pp 1028-1046, 2014. (DOI).
  169. Extremum seeking control of the CANON process: Existence of multiple stationary solutions. Olle Trollberg, Bengt Carlsson, and Elling W. Jacobsen. In Journal of Process Control, volume 24, number 2, pp 348-356, 2014. (DOI).
  170. A reduced MIMO Wiener model for recursive identification of the depth of anesthesia. Margarida Martins da Silva, Torbjörn Wigren, and Teresa Mendonça. In International journal of adaptive control and signal processing (Print), volume 28, number 12, pp 1357-1371, 2014. (DOI).
  171. Parameter estimation approach to banding artifact reduction in balanced steady-state free precession. Marcus Björk, R. Reeve Ingle, Erik Gudmundson, Peter Stoica, Dwight G. Nishimura, and Joëlle K. Barral. In Magnetic Resonance in Medicine, volume 72, number 3, pp 880-892, 2014. (DOI).
  172. Connection between SPICE and Square-Root LASSO for sparse parameter estimation. Prabhu Babu and Peter Stoica. In Signal Processing, volume 95, pp 10-14, 2014. (DOI).
  173. Local identifiability and sensitivity analysis of neuromuscular blockade and depth of hypnosis models. Margarida Martins da Silva, João M. Lemos, Ana Coito, Bertinho A. Costa, Torbjörn Wigren, and Teresa Mendonça. In Computer Methods and Programs in Biomedicine, volume 113, number 1, pp 23-36, 2014. (DOI).
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Conference Papers

  1. Joint Axis Estimation for Fast and Slow Movements Using Weighted Gyroscope and Acceleration Constraints. Fredrik Olsson, Thomas Seel, Dustin Lehmann, and Kjartan Halvorsen. In , 2019. (fulltext:postprint).
  2. Visualization of convolutional neural network class activations in automated oral cancer detection for interpretation of malignancy associated changes. Nadezhda Koriakina, Natasa Sladoje, Ewert Bengtsson, Eva Darai Ramqvist, Jan M. Hirsch, Christina Runow Stark, and Joakim Lindblad. In 3rd NEUBIAS Conference, Luxembourg, 2-8 February 2019, 2019.
  3. Control-Engineering Perspective on Deep Brain Stimulation: Revisited. Alexander Medvedev, Rubén Cubo, Fredrik Olsson, Viktor Bro, and Helena Andersson. In , 2019. (DOI).
  4. Deep convolutional networks in system identification. Carl Andersson, Antônio Horta Ribeiro, Koen Tiels, Niklas Wahlström, and Thomas B. Schön. In Proc. 58th Conference on Decision and Control, IEEE, 2019.
  5. Flexible Models for Smart Maintenance. Per Mattsson, Dave Zachariah, and Niclas Bjorsell. In 2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), IEEE International Conference on Industrial Technology, pp 1772-1777, 2019.
  6. Hadamard Product Perspective on Source Resolvability of Spatial-smoothing-based Subspace Methods. Zai Yang and Petre Stoica. In 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).
  7. Attractivity of the synchronous mode in hybrid observers for the impulsive Goodwin's oscillator subject to harmonic exogenous excitation. Diana Yamalova and Alexander Medvedev. In Proc. American Control Conference: ACC 2019, pp 2334-2339, American Automatic Control Council, 2019.
  8. A simple positive state observer for multidimensional Goodwin's oscillator. Anton V. Proskurnikov and Alexander Medvedev. In Proc. 17th European Control Conference, pp 1671-1676, IEEE, 2019. (DOI).
  9. Identification of continuous Volterra models with explicit time delay through series of Laguerre functions. Viktor Bro and Alexander Medvedev. In Proc. 58th Conference on Decision and Control, IEEE, 2019.
  10. Evaluating model calibration in classification. Juozas Vaicenavicius, David Widmann, Carl Andersson, Fredrik Lindsten, Jacob Roll, and Thomas B. Schön. In 22nd International Conference on Artificial Intelligence and Statistics, volume 89 of Proceedings of Machine Learning Research, pp 3459-3467, 2019. (Abstract).
  11. Entrainment in harmonically forced continuous and impulsive Goodwin's oscillators: a comparison study. Alexander Medvedev, Anton V. Proskurnikov, and Zhanybai T. Zhusubaliyev. In Proc. 16th European Control Conference, pp 2046-2051, IEEE, 2018. (DOI).
  12. On selecting appropriate training data to model an autonomous oscillator. J. Decuyper, T. De Troyer, M. C. Runacres, Koen Tiels, and J. Schoukens. In Proc. 28th International Conference on Noise and Vibration Engineering, pp 2601-2614, Katholieke Univ. Leuven, 2018.
  13. Graphical model inference: Sequential Monte Carlo meets deterministic approximations. Fredrik Lindsten, Jouni Helske, and Matti Vihola. In ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), volume 31 of Advances in Neural Information Processing Systems, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2018. (External link).
  14. Sinusoidal parameter estimation from signed measurements obtained via time-varying thresholds. Jiaying Ren, Tianyi Zhang, Jian Li, and Peter Stoica. In Proc. 52nd Asilomar Conference on Signals, Systems, and Computers, pp 1111-1115, IEEE, Piscataway, NJ, 2018. (DOI).
  15. Semi-parametric kernel-based identification of Wiener systems. Riccardo Sven Risuleo, Fredrik Lindsten, and Håkan Hjalmarsson. In Proc. 57th Conference on Decision and Control, pp 3874-3879, IEEE, Piscataway, NJ, 2018. (DOI).
  16. Delay alignment control for 5G multi connectivity. Katrina Lau, Torbjörn Wigren, Richard H. Middleton, and Ramón A. Delgado. In Proc. 57th Conference on Decision and Control, pp 7064-7070, IEEE, Piscataway, NJ, 2018. (DOI).
  17. Probabilistic programming allows for automated inference in factor graph models. Matteo Scandella, Lawrence Murray, and Thomas B. Schön. In , 2018.
  18. Automatic diagnosis of short-duration 12-lead ECG using a deep convolutional network. Antonio Ribeiro, Manoel Ribeiro, Gabriela Paixao, Derick Oliveira, Paulo Gomes, Jessica Canazart, Milton Pifano, Meira Wagner, Thomas B. Schön, and Antonio Ribeiro. In <em>ML4H: Machine Learning for Health Workshop at NeurIPS</em>, Montréal, Canada, December 2018., 2018. (External link).
  19. Delayed sampling and automatic Rao-Blackwellization of probabilistic programs. Lawrence Murray, Daniel Lundén, Jan Kudlicka, David Broman, and Thomas B. Schön. In Proceedings of the 21st International Conference on Artificial Intelligence and Statistics (AISTATS), Lanzarote, Spain, April, 2018, 2018. (External link).
  20. Regularized parametric system identification:: a decision-theoretic formulation. Johan Wågberg, Dave Zachariah, and Thomas B. Schön. In Proceedings of the American Control Conference (ACC), Milwaukee, WI, USA, June, 2018., IEEE, 2018. (DOI, External link).
  21. Auxiliary-Particle-Filter-based Two-Filter Smoothing for Wiener State-Space Models. Roland Hostettler and Thomas B. Schön. In Proceedings of the 21st International Conference on Information Fusion, Cambridge, UK, July, 2018., pp 1904-1911, 2018. (DOI, Postprint).
  22. Learning localized spatio-temporal models from streaming data. Muhammad Osama, Dave Zachariah, and Thomas B. Schön. In Proc. 35th International Conference on Machine Learning, pp 3927-3935, 2018. (External link).
  23. Learning convex bounds for linear quadratic control policy synthesis. Jack Umenberger and Thomas B. Schön. In Neural Information Processing Systems 2018, Advances in Neural Information Processing Systems, 2018. (External link).
  24. Brush Biopsy For HR-HPV Detection With FTA Card And AI For Cytology Analysis - A Viable Non-invasive Alternative. Christina Runow Stark, Inger Gustavsson, Ulf Gyllensten, Eva Darai Ramqvist, Joakim Lindblad, Carolina Wählby, Ewert Bengtsson, and Jan-Michael Hirsch. In EAOM2018, 2018.
  25. Robustification of the synchronous mode in a hybrid observer for a continuous system under an intrinsic pulse-modulated feedback. Diana Yamalova and Alexander Medvedev. In Proc. 16th European Control Conference, pp 107-112, IEEE, 2018. (DOI, fulltext:print).
  26. Detection of Malignancy-Associated Changes Due to Precancerous and Oral Cancer Lesions: A Pilot Study Using Deep Learning. Ewert Bengtsson, Håkan Wieslander, Gustav Forslid, Carolina Wählby, Jan-Michael Hirsch, Christina Runow Stark, Sajith Kecheril Sadanandan, and Joakim Lindblad. In CYTO2018, 2018. (External link).
  27. Tremor Severity Rating by Markov Chains. Fredrik Olsson and Alexander Medvedev. In , volume 51:15 of IFAC-PapersOnLine, pp 317-322, IFAC Papers Online, 2018. (DOI, fulltext:print).
  28. The impact of deep brain stimulation on a simulated neuron: Inhibition, excitation, and partial recovery. Helena Andersson, Alexander Medvedev, and Rubén Cubo. In Proc. 16th European Control Conference, pp 2034-2039, IEEE, 2018. (DOI).
  29. How consistent is my model with the data?: Information-theoretic model check. Andreas Svensson, Dave Zachariah, and Thomas B. Schön. In , volume 51:15 of IFAC-PapersOnLine, pp 407-412, 2018. (DOI).
  30. 2D-frequency domain identification of complex sinusoids in the presence of additive noise. Umberto Soverini and Torsten Söderström. In , volume 51:15 of IFAC-PapersOnLine, pp 820-825, 2018. (DOI).
  31. Learning nonlinear state-space models using smooth particle-filter-based likelihood approximations. Andreas Svensson, Fredrik Lindsten, and Thomas B. Schön. In , volume 51:15 of IFAC-PapersOnLine, pp 652-657, 2018. (DOI).
  32. Data-driven impulse response regularization via deep learning. Carl Andersson, Niklas Wahlström, and Thomas B. Schön. In , volume 51:15 of IFAC-PapersOnLine, pp 1-6, 2018. (DOI).
  33. Convergence in networked recursive identification with output quantization. Sholeh Yasini and Torbjörn Wigren. In , volume 51:15 of IFAC-PapersOnLine, pp 915-920, 2018. (DOI).
  34. Synthetic patient database of drug effect in general anesthesia for evaluation of estimation and control algorithms. Zhaoyu Guo, Alexander Medvedev, Luca Merigo, Nicola Latronico, Massimiliano Paltenghi, and Antonio Visioli. In , volume 51:15 of IFAC-PapersOnLine, pp 323-328, 2018. (DOI).
  35. Identification of nonlinear feedback mechanisms operating in closed loop using inertial sensors. Fredrik Olsson, Kjartan Halvorsen, Dave Zachariah, and Per Mattsson. In , volume 51:15 of IFAC-PapersOnLine, pp 473-478, IFAC Papers Online, 2018. (DOI, fulltext:print).
  36. Sampled-Data Based State and Parameter Estimation for State-Affine Systems with Uncertain Output Equation. Tarek Ahmed-Ali, Koen Tiels, Maarten Schoukens, and Fouad Giri. In , volume 51:15 of IFAC-PapersOnLine, pp 491-496, 2018. (DOI).
  37. Multiple-Input Single-Output Polynomial Nonlinear State-Space Model of the Li-ion Battery's Short-term Dynamics. Rishi Relan, Koen Tiels, Jean-Marc Timmermans, and Johan Schoukens. In , volume 51:15 of IFAC-PapersOnLine, pp 497-502, 2018. (DOI).
  38. Improving the particle filter in high dimensions using conjugate artificial process noise. Anna Wigren, Lawrence Murray, and Fredrik Lindsten. In , volume 51:15 of IFAC-PapersOnLine, pp 670-675, 2018. (DOI, fulltext:print).
  39. Identification of two-dimensional complex sinusoids in white noise: a state-space frequency approach. Umberto Soverini and Torsten Söderström. In , volume 51:15 of IFAC-PapersOnLine, pp 996-1001, 2018. (DOI).
  40. Model order determination for signed measurements via the Bayesian information criterion. Changheng Li, Rong Zhang, Jian Li, and Peter Stoica. In 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).
  41. Input–output stability design of an ammonium based aeration controller for wastewater treatment. Tatiana Chistiakova, Torbjörn Wigren, and Bengt Carlsson. In Proc. American Control Conference: ACC 2018, pp 2964-2971, American Automatic Control Council, 2018. (DOI).
  42. Stability properties of a MIMO data flow controller. Ramón A. Delgado, Torbjörn Wigren, Katrina Lau, and Richard H. Middleton. In Proc. American Control Conference: ACC 2018, pp 2638-2643, American Automatic Control Council, 2018. (DOI).
  43. Counterexamples to parametric convergence in recursive networked identification. Sholeh Yasini and Torbjörn Wigren. In Proc. American Control Conference: ACC 2018, pp 258-264, American Automatic Control Council, 2018. (DOI).
  44. Wireless hybrid positioning based on surface modeling with polygon support. Torbjörn Wigren. In Proc. 87th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2018. (DOI).
  45. Model-robust counterfactual prediction method. Dave Zachariah and Peter Stoica. In ICML Workshop on Machine Learning for Causal Inference, Counterfactual Prediction, and Autonomous Action, 2018.
  46. Constraining Lyman continuum escape using Machine Learning. Sambit K. Giri, Erik Zackrisson, Christian Binggeli, Kristiaan Pelckmans, Rubén Cubo, and Garrelt Mellema. In Peering towards Cosmic Dawn, volume 12:S333 of IAU Symposium Proceedings Series, pp 254-258, Cambridge University Press, 2018. (DOI).
  47. Tremor Quantification through Event-based Movement Trajectory Modeling. Konstantinos Dimitrakopoulos, Christoph Ellmer, Martin Lindström, and Alexander Medvedev. In 2017 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA 2017), pp 542-547, IEEE, 2017. (DOI).
  48. One-bit Compressive Sampling with Time-Varying Thresholds for Multiple Sinusoids. Christopher Gianelli, Luzhou Xu, Jian Li, and Petre Stoica. In 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), IEEE, 2017. (DOI).
  49. Semi-Individualized electrical models in deep brain stimulation: A variability analysis. Rubén Cubo, Markus Fahlström, Elena Jiltsova, Helena Andersson, and Alexander Medvedev. In 2017 IEEE Conference on Control Technology and Applications (CCTA), pp 517-522, IEEE, 2017. (DOI).
  50. On the construction of probabilistic Newton-type algorithms. Adrian G. Wills and Thomas B. Schön. In Proc. 56th Conference on Decision and Control, pp 6499-6504, IEEE, Piscataway, NJ, 2017. (DOI).
  51. Tremor quantification through data-driven nonlinear system modeling. Alexander Medvedev, Fredrik Olsson, and Torbjörn Wigren. In Proc. 56th Conference on Decision and Control, pp 5943-5948, IEEE, Piscataway, NJ, 2017. (DOI).
  52. Individualization of a surrounding tissue model in Deep Brain Stimulation. Rubén Cubo and Alexander Medvedev. In Proc. 56th Conference on Decision and Control, pp 5919-5924, IEEE, Piscataway, NJ, 2017. (DOI).
  53. Networked and delayed recursive identification of nonlinear systems. Torbjörn Wigren. In Proc. 56th Conference on Decision and Control, pp 5851-5858, IEEE, Piscataway, NJ, 2017. (DOI).
  54. Hybrid observers for an impulsive Goodwin’s oscillator subject to continuous exogenous signals. Diana Yamalova and Alexander Medvedev. In 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).
  55. Nonlinear dynamics of the human smooth pursuit system in health and disease: Model structure and parameter estimation. Viktor Bro and Alexander Medvedev. In Proc. 56th Conference on Decision and Control, pp 4692-4697, IEEE, 2017. (DOI, fulltext:postprint).
  56. Linearly constrained Gaussian processes. Carl Jidling, Niklas Wahlström, Adrian Wills, and Thomas B. Schön. In Proc. 31st Conference on Neural Information Processing Systems, volume 30 of Advances in Neural Information Processing Systems, pp 1215-1224, 2017. (Abstract).
  57. Frequency domain identification of complex sinusoids in the presence of additive noise. Umberto Soverini and Torsten Söderström. In 20th IFAC World Congress, volume 50:1 of IFAC-PapersOnLine, pp 6244-6250, Elsevier, 2017. (DOI).
  58. Frequency domain identification of ARX models in the presence of additive input–output noise. Umberto Soverini and Torsten Söderström. In 20th IFAC World Congress, volume 50: 1 of IFAC-PapersOnLine, pp 6226-6231, Elsevier, 2017. (DOI).
  59. Robust Tracking of Periodic Motion in the Plane using Inertial Sensor Data. Kjartan Halvorsen and Fredrik Olsson. In Proceedings of IEEE Sensors 2017, IEEE Sensors, pp 1041-1043, IEEE, Glasgow, Scotland, 2017. (DOI, fulltext:postprint).
  60. Data flow delay equalization for feedback control applications using 5G wireless dual connectivity. Richard H. Middleton, Torbjörn Wigren, Katrina Lau, and Ramón A. Delgado. In Proc. 85th Vehicular Technology Conference, IEEE, Piscataway, NJ, 2017. (DOI).
  61. High-dimensional online adaptive filtering. Sholeh Yasini and Kristiaan Pelckmans. In , volume 50:1 of IFAC-PapersOnLine, pp 14106-14111, Elsevier, 2017. (DOI).
  62. Nonlinear system identification of the dissolved oxygen to effluent ammonia dynamics in an activated sludge process. Tatiana Chistiakova, Per Mattsson, Bengt Carlsson, and Torbjörn Wigren. In , volume 50:1 of IFAC-PapersOnLine, pp 3917-3922, 2017. (DOI).
  63. Constrained SPICE in Volterra–Laguerre modeling of human smooth pursuit. Viktor Bro and Alexander Medvedev. In Proc. 1st Conference on Control Technology and Applications, pp 13-18, IEEE, 2017. (DOI, fulltext:postprint).
  64. Monitoring fouling on dissolved oxygen sensors in WRRFs with active fault detection. Oscar Samuelsson, Anders Björk, Jesús Zambrano, and Bengt Carlsson. In Proc. 12th IWA Specialized Coference on Instrumentation, Control and Automation, 2017.
  65. Experimental evaluation of joint position estimation using inertial sensors. Fredrik Olsson and Kjartan Halvorsen. In Proc. 20th International Conference on Information Fusion, pp 354-361, IEEE, Piscataway, NJ, 2017. (DOI, fulltext:preprint).
  66. Design of a hybrid observer for an oscillator with an intrinsic pulse-modulated feedback. Diana Yamalova and Alexander Medvedev. In Proc. American Control Conference: ACC 2017, pp 1175-1180, American Automatic Control Council, 2017. (DOI).
  67. Deep Brain Stimulation therapies: a control-engineering perspective. Rubén Cubo, Alexander Medvedev, and Helena Andersson. In Proc. American Control Conference: ACC 2017, pp 104-109, IEEE, 2017. (DOI).
  68. Prediction Performance After Learning in Gaussian Process Regression. Johan Wågberg, Dave Zachariah, Thomas B. Schön, and Peter Stoica. In Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, pp 1264-1272, PMLR, 2017. (Full text, Reference, fulltext:postprint).
  69. Non-linear modelling of the dissolved oxygen to ammonium dynamics in a nitrifying activated sludge process. Tatiana Chistiakova, Bengt Carlsson, and Torbjörn Wigren. In Proc. 12th IWA Specialized Conference on Instrumentation, Control and Automation, pp 85-93, 2017.
  70. One-Bit Compressive Sampling with Time-Varying Thresholds: Maximum Likelihood and the Cramer-Rao Bound. Christopher Gianelli, Luzhou Xu, Jian Li, and Petre Stoica. In 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).
  71. Frequency domain identification of autoregressive models in the presence of additive noise. Umberto Soverini and Torsten Söderström. In Proc WSEAS Conference on Computer Science, Rome, Italy, 2016.
  72. Particle-based Gaussian process optimization for input design in nonlinear dynamical models. Patricio L. Valenzuela, Johan Dahlin, Cristian R. Rojas, and Thomas B. Schön. In 2016 IEEE 55th Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 2085-2090, IEEE, New York, 2016. (DOI).
  73. Pulse-modulated Model of Testosterone Regulation Subject to Exogenous Signals. Per Mattsson, Alexander Medvedev, and Zhanybai T. Zhusubaliyev. In 2016 IEEE 55th Conference On Decision And Control (CDC), IEEE Conference on Decision and Control, pp 5023-5028, IEEE, New York, 2016. (DOI).
  74. Capturing age-related alternations in the human smooth pursuit mechanism by Volterra models. Alexander Medvedev and Daniel Jansson. In 2016 AMERICAN CONTROL CONFERENCE (ACC), Proceedings of the American Control Conference, pp 1289-1294, IEEE, 2016.
  75. Recursive nonlinear system identification using latent variables. Per Mattsson, Dave Zachariah, and Peter Stoica. In 25th European Research Network System Identification Workshop, 2016.
  76. Prediction performance after learning in Gaussian process regression. Johan Wågberg, Dave Zachariah, Thomas B. Schön, and Peter Stoica. In 25th European Research Network System Identification Workshop, 2016.
  77. Rao-Blackwellised Particle Filter for Star-ConvexExtended Target Tracking Models. Emre Özkan, Niklas Wahlstro?m, and Simon J. Godsill. In 2016 19th International Conference on Information Fusion, pp 1193-1199, 2016. (Fulltext).
  78. Online prediction of spatial fields for radio-frequency communication. Dave Zachariah, Niklas Jaldén, and Peter Stoica. In Proc. 24th European Signal Processing Conference, European Signal Processing Conference, pp 1252-1256, IEEE, Piscataway, NJ, 2016. (DOI).
  79. Interacting Particle Markov Chain Monte Carlo. Tom Rainforth, Christian A. Naesseth, Fredrik Lindsten, Brooks Paige, Jan-Willem van de Meent, Arnaud Doucet, and Frank Wood. In <em>Proceedings of the 33rd International Conference on Machine Learning</em>, 2016.
  80. NOVIFAST: A fast non-linear least squares method for accurate and precise estimation of T1 from SPGR signals.. Gabriel Ramos-Llordén, Arnold Jan den Dekker, Marcus Björk, Marleen Verhoye, and Jan Sijbers. In , 2016.
  81. Computationally Efficient Bayesian Learning of Gaussian Process State Space Models. Andreas Svensson, Arno Solin, Simo Särkkä, and Thomas B. Schön. In Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, pp 213-221, 2016. (Länk till fulltext).
  82. Monitoring a secondary settler using Gaussian mixture models. Jesús Zambrano, Oscar Samuelsson, and Bengt Carlsson. In Proc. 9th Eurosim Congress on Modelling and Simulation, IEEE Computer Society, 2016. (DOI).
  83. A simplified model of an activated sludge process with a plug-flow reactor. Jesús Zambrano, Bengt Carlsson, Stefan Diehl, and Emma Nehrenheim. In Proc. 9th Eurosim Congress on Modelling and Simulation, IEEE Computer Society, 2016. (DOI).
  84. Algae Based Wastewater Treatment Model Using The RWQM1. Rasmus Pierong, Emma Nehrenheim, Bengt Carlsson, and Jesús Zambrano. In Proc. IWA World Water Congress &amp; Exhibition: 2016, 2016.
  85. Optimization of deep brain stimulation by means of a patient-specific mathematical model. Rubén Cubo, Elena Jiltsova, Markus Fahlström, Helena Andersson, and Alexander Medvedev. In , 2016.
  86. One-bit compressive sampling with time-varying thresholds for sparse parameter estimation. Christopher Gianelli, Luzhou Xu, Jian Li, and Peter Stoica. In Proc. 9th Sensor Array and Multichannel Signal Processing Workshop, IEEE, Piscataway, NJ, 2016. (DOI).
  87. Pose estimation of cyclic movement using inertial sensor data. Kjartan Halvorsen and Fredrik Olsson. In Proc. 19th Statistical Signal Processing Workshop, IEEE Signal Processing Society, 2016. (DOI, fulltext:postprint).
  88. Accelerometer calibration using sensor fusion with a gyroscope. Fredrik Olsson, Manon Kok, Kjartan Halvorsen, and Thomas B. Schön. In Proc. 19th Statistical Signal Processing Workshop, pp 660-664, IEEE, Piscataway, NJ, 2016. (DOI, fulltext:preprint).
  89. A scalable and distributed solution to the inertial motion capture problem. Manon Kok, Sina Khoshfetrat Pakazad, Thomas B. Schön, Anders Hansson, and Jeroen D. Hol. In Proc. 19th International Conference on Information Fusion, pp 1348-1355, IEEE, 2016.
  90. Rate optimization for massive MIMO relay networks: A minorization-maximization approach. Mohammad Mahdi Naghsh, Mojtaba Soltanalian, Peter Stoica, Maryam Masjedi, and Björn Ottersten. In Proc. 41st International Conference on Acoustics, Speech, and Signal Processing, pp 3611-3615, IEEE, Piscataway, NJ, 2016. (DOI).
  91. Frequency domain EIV identification combiningthe Frisch scheme and Yule-Walker equations. Umberto Soverini and Torsten Söderström. In European Control Conference, Linz, Austria, 2015.
  92. Delay-induced Dynamical Phenomena in Impulsive Goodwin's Oscillator: What We Know So Far. Alexander N. Churilov, Alexander Medvedev, and Zhanybai T. Zhusubaliyev. In 2015 54Th Ieee Conference On Decision And Control (CDC), pp 590-595, 2015.
  93. On Identification via EM with Latent Disturbances and Lagrangian Relaxation. Jack Umenberger, Johan Wågberg, Ian R. Manchester, and Thomas B. Schön. In , pp 69-74, 2015. (DOI, External link).
  94. Bayesian nonparametric identification of piecewise affine ARX systems. Johan Wågberg, Fredrik Lindsten, and Thomas B. Schön. In , pp 709-714, 2015. (DOI, External link).
  95. Nonlinear state space model identification using a regularized basis function expansion. Andreas Svensson, Thomas B. Schön, Arno Solin, and Simo Särkkä. In Proc. 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, pp 481-484, IEEE, Piscataway, NJ, 2015. (DOI).
  96. Marginalizing Gaussian process hyperparameters using sequential Monte Carlo. Andreas Svensson, Johan Dahlin, and Thomas B. Schön. In Proc. 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, pp 477-480, IEEE, Piscataway, NJ, 2015. (DOI, fulltext:postprint).
  97. Detecting anomalous air flow-ammonia load ratios, using Gaussian process regression. Oscar Samuelsson, Jesús Zambrano, Anders Björk, Tatiana Chistiakova, and Bengt Carlsson. In Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
  98. Nuclear Norms for System Identification: a direct input-output approach. Kristiaan Pelckmans and Rubén Cubo. In Proc. 17th IFAC Symposium on System Identification, volume 48:28 of IFAC-PapersOnLine, pp 644-649, International Federation of Automatic Control, 2015. (DOI).
  99. Particle filtering based identification for autonomous nonlinear ODE models. Jerker Nordh, Torbjörn Wigren, Thomas B. Schön, and Bo Bernhardsson. In Proc. 17th IFAC Symposium on System Identification, volume 48:28 of IFAC-PapersOnLine, pp 415-420, International Federation of Automatic Control, 2015. (DOI).
  100. Nonlinear state space smoothing using the conditional particle filter. Andreas Svensson, Thomas B. Schön, and Manon Kok. In Proc. 17th IFAC Symposium on System Identification, volume 48:28 of IFAC-PapersOnLine, pp 975-980, International Federation of Automatic Control, 2015. (DOI).
  101. Electric field modeling and spatial control in Deep Brain Stimulation. Rubén Cubo, Mattias Åström, and Alexander Medvedev. In Proc. 54th Conference on Decision and Control, pp 3846-3851, IEEE, Piscataway, NJ, 2015. (DOI).
  102. Nonlinear identification of biological clock dynamics. Torbjörn Wigren and Per Lötstedt. In Proc. 54th Conference on Decision and Control, pp 602-608, IEEE, Piscataway, NJ, 2015. (DOI).
  103. State estimation in a delayed impulsive model of testosterone regulation by a finite-dimensional hybrid observer. Diana Yamalova, Alexander Churilov, and Alexander Medvedev. In Proc. 14th European Control Conference, pp 1450-1455, IEEE, 2015. (DOI).
  104. A closed loop stability condition of switched systems applied to NCSs with packet loss. Johannes Nygren and Kristiaan Pelckmans. In Proc. 5th IFAC Workshop on Distributed Estimation and Control in Networked Systems, International Federation of Automatic Control, 2015.
  105. Conditions for input-output stability of discrete-time Luré systems with time-varying delays. Johannes Nygren and Kristiaan Pelckmans. In Proc. 54th Conference on Decision and Control, pp 7707-7714, IEEE, Piscataway, NJ, 2015.
  106. Design degrees of freedom in a hybrid observer for a continuous plant under an intrinsic pulse-modulated feedback. Diana Yamalova, Alexander Churilov, and Alexander Medvedev. In , volume 48:11 of IFAC-PapersOnLine, pp 1080-1085, 2015. (DOI).
  107. Nonlinear identification of neuron models. Torbjörn Wigren. In Proc. International Conference on Control Applications: CCA 2015, pp 1340-1346, IEEE, Piscataway, NJ, 2015. (DOI).
  108. Low-frequency limitations in saturated and delayed networked control. Torbjörn Wigren. In Proc. International Conference on Control Applications: CCA 2015, pp 569-576, IEEE, Piscataway, NJ, 2015. (DOI).
  109. Multi-rate uplink channel prediction and enhanced link adaptation for VoLTE. David Sandberg and Torbjörn Wigren. In Proc. 82nd Vehicular Technology Conference, IEEE, Piscataway, NJ, 2015. (DOI).
  110. Implication of RF EMF exposure limitations on 5G data rates above 6 GHz. Torbjörn Wigren, Davide Colombi, Björn Thors, and Jan-Erik Berg. In Proc. 82nd Vehicular Technology Conference, IEEE, Piscataway, NJ, 2015. (DOI).
  111. Steady-state Analysis and Design of Activated Sludge Processes Including Compressive Settling. Stefan Diehl, Jesús Zambrano, and Bengt Carlsson. In Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
  112. Analyses of Activated Sludge Processes Consisting of a Plug-Flow Reactor and a Non-ideal Settler. Bengt Carlsson, Stefan Diehl, and Jesús Zambrano. In Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
  113. Fault detection of DO sensors subject to possible clogging. Jesús Zambrano and Bengt Carlsson. In Proc. 9th IWA Symposium on Systems Analysis and Integrated Assessment, 2015.
  114. Stability analysis of an adaptively sampled controller for SISO systems with nonlinear feedback. Johannes Nygren and Kristiaan Pelckmans. In Proc. American Control Conference: ACC 2015, pp 5353-5358, American Automatic Control Council, 2015. (DOI, fulltext:postprint).
  115. Parallel recursive estimation using Monte Carlo and orthogonal series expansions. Olov Rosén and Alexander Medvedev. In Proc. American Control Conference: ACC 2015, pp 3905-3910, American Automatic Control Council, 2015. (DOI).
  116. Model-based optimization of lead configurations in Deep Brain Stimulation. Rubén Cubo, Mattias Åström, and Alexander Medvedev. In 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.
  117. Generalized Vandermonde decomposition and its use for multi-dimensional super-resolution. Zai Yang, Lihua Xie, and Peter Stoica. In Proc. International Symposium on Information Theory: ISIT 2015, pp 2011-2015, IEEE, Piscataway, NJ, 2015. (DOI).
  118. Binary classifiers applied to detect DO sensor faults during washing events. Tatiana Chistiakova, Bengt Carlsson, Jesús Zambrano, and Oscar Samuelsson. In Proc. 2nd IWA Conference on New Developments in IT &amp; Water, IWA Publishing, 2015.
  119. Gaussian process regression for monitoring a secondary settler. Jesús Zambrano, Oscar Samuelsson, Tatiana Chistiakova, Hongbin Liu, and Bengt Carlsson. In Proc. 2nd IWA Conference on New Developments in IT &amp; Water, IWA Publishing, 2015.
  120. Frequency domain EIV identification:a Frisch Scheme approach. Umberto Soverini and Torsten Söderström. In IFAC 19th World Congress, 2014.
  121. Frequency domain maximum likelihood identificationof noisy input-output models. Umberto Soverini and Torsten Söderström. In IFAC 19th World Congress, 2014.
  122. A unified framework for EIV identification methods in the presence of mutually correlated noises. Torsten Söderström, Roberto Diversi, and Umberto Soverini. In IFAC 19th World Congress, Elsevier, 2014.
  123. Backward sequential Monte Carlo for marginal smoothing. Joel Kronander, Thomas B. Schön, and Johan Dahlin. In Proc. 18th Workshop on Statistical Signal Processing, pp 368-371, IEEE, Piscataway, NJ, 2014. (DOI).
  124. Robust auxiliary particle filters using multiple importance sampling. Joel Kronander and Thomas B. Schön. In Proc. 18th Workshop on Statistical Signal Processing, pp 268-271, IEEE, Piscataway, NJ, 2014. (DOI).
  125. Time Delay Induced Multistability and Complex Dynamics in an Impulsive Model of Endocrine Regulation. Zhanybai T. Zhusubaliyev, Alexander N. Churilov, and Alexander Medvedev. In 2014 European Control Conference (ECC), pp 2304-2309, 2014. (DOI).
  126. Identification of jump Markov linear models using particle filters. Andreas Svensson, Thomas B. Schön, and Fredrik Lindsten. In Proc. 53rd Conference on Decision and Control, pp 6504-6509, IEEE, Piscataway, NJ, 2014. (DOI).
  127. Stimulation field coverage and target structure selectivity in field steering brain stimulation. Rubén Cubo, Alexander Medvedev, and Mattias Åström. In , 2014.
  128. Model accuracy for active damping of a viscoelastic beam. Hans Norlander. In Preprints of the 19th World Congress, pp 4511-4516, 2014.
  129. Application of machine learning methods for fault detection in wastewater treatment plants. Tatiana Chistiakova, Jesús Zambrano, and Bengt Carlsson. In Reglermöte, 2014.
  130. Gridless compressive-sensing methods for frequency estimation: Points of tangency and links to basics. Peter Stoica, Gongguo Tang, Zai Yang, and Dave Zachariah. In Proc. 22nd European Signal Processing Conference, 2014.
  131. Filter Design with Hard Spectral Constraints. Johan Karlsson, Jian Li, and Petre Stoica. In Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European, pp 391-395, 2014.
  132. Fault detection and isolation of sensors in aeration control systems. Bengt Carlsson and Jesús Zambrano. In Proc. IWA World Water Congress: 2014, IWA Publishing, 2014.
  133. Optimizing zone volumes in bioreactors described by Monod and Contois growth kinetics. Jesús Zambrano and Bengt Carlsson. In Proc. IWA World Water Congress: 2014, IWA Publishing, 2014.
  134. Steady-state analysis of simple activated sludge processes with Monod and Contois growth kinetics. Jesús Zambrano and Bengt Carlsson. In Proc. IWA Conference on Activated Sludge – 100 Years and Counting, IWA Publishing, 2014.
  135. Analysis of simple bioreactor models: A comparison between Monod and Contois kinetics. Bengt Carlsson and Jesús Zambrano. In Proc. IWA Conference on Activated Sludge – 100 Years and Counting, IWA Publishing, 2014.
  136. Accuracy of the Finite Element Method in Deep Brain Stimulation Modelling. Rubén Cubo and Alexander Medvedev. In Proc. International Conference on Control Applications: CCA 2014, pp 1479-1484, IEEE, Piscataway, NJ, 2014. (DOI).
  137. NO<sub>x</sub> control for SCR systems using feedback linearisation. Soma Tayamon, Torbjörn Wigren, and Bengt Carlsson. In 23rd ERNSI Workshop in System Identification, European Research Network System Identification, 2014.
  138. Localization of deep brain stimulation electrodes via metal artifacts in CT images. Amir Motevakel and Alexander Medvedev. In Proc. 36th International Conference of the IEEE Engineering in Medicine and Biology Society, pp 1055-1058, Curran Associates, Inc., 2014. (DOI).
  139. Target coverage and selectivity in field steering brain stimulation. Rubén Cubo, Mattias Åström, and Alexander Medvedev. In Proc. 36th International Conference of the IEEE Engineering in Medicine and Biology Society, pp 522-525, IEEE, Piscataway, NJ, 2014. (DOI).
  140. Nonlinear estimation of a parsimonious Wiener model for the neuromuscular blockade in closed-loop anesthesia. Olov Rosén, Margarida Martins da Silva, and Alexander Medvedev. In Proc. 19th IFAC World Congress, pp 9258-9264, International Federation of Automatic Control, 2014. (DOI).
  141. Hybrid state observer for time-delay systems under intrinsic impulsive feedback. Diana Yamalova, Alexander Churilov, and Alexander Medvedev. In Proc. 21st International Symposium on Mathematical Theory of Networks and Systems, pp 977-984, University of Groningen, The Netherlands, 2014.
  142. Volterra modeling of the smooth pursuit system with application to motor symptoms characterization in Parkinson's disease. Daniel Jansson and Alexander Medvedev. In 2014 European Control Conference (ECC), pp 1856-1861, IEEE, 2014. (DOI).
  143. Recursive identification of Hammerstein models. Per Mattsson and Torbjörn Wigren. In Proc. American Control Conference: ACC 2014, pp 2498-2503, American Automatic Control Council, 2014. (DOI).
  144. Parallel recursive Bayesian estimation on multicore computational platforms using orthogonal basis functions. Olov Rosén and Alexander Medvedev. In Proc. American Control Conference: ACC 2014, pp 622-627, American Automatic Control Council, 2014. (DOI).
  145. Sparsity-Aided Radar Waveform Synthesis. Heng Hu, Mojtaba Soltanalian, Petre Stoica, and Xiaohua Zhu. In , 2014. (fulltext:postprint).
  146. Design of Piecewise Linear Polyphase Sequences with Good Correlation Properties. Mojtaba Soltanalian, Petre Stoica, Mohammad Mahdi Naghsh, and Antonio De Maio. In , 2014. (fulltext:postprint).
  147. Search for Costas Arrays Via Sparse Representation. Mojtaba Soltanalian, Petre Stoica, and Jian Li. In , 2014. (fulltext:postprint).
  148. MERIT: A monotonically error-bound improving technique for unimodular quadratic programming. Mojtaba Soltanalian and Peter Stoica. In 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).
  149. Approaching peak correlation bounds via alternating projections. Mojtaba Soltanalian, Mohammad Mahdi Naghsh, and Peter Stoica. In 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).
  150. Minimum sidelobe beampattern design for MIMO radar systems: A robust approach. Nafiseh Shariati, Dave Zachariah, and Mats Bengtsson. In Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 5312-5316, IEEE, Piscataway, NJ, 2014. (DOI).
  151. Unimodular code design for MIMO radar using Bhattacharyya distance. Mohammad Mahdi Naghsh, Mahmoud Modarres-Hashemi, Abbas Sheikhi, Mojtaba Soltanalian, and Peter Stoica. In Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 5282-5286, IEEE, Piscataway, NJ, 2014. (DOI, fulltext:postprint).
  152. Magnitude-constrained sequence design with application in MRI. Marcus Björk and Peter Stoica. In 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).
  153. A max–min design of transmit sequence and receive filter. Mohammad Mahdi Naghsh, Mojtaba Soltanalian, Peter Stoica, Mahmoud Modarres-Hashemi, Antonio De Maio, and Augusto Aubry. In Proc. 39th International Conference on Acoustics, Speech, and Signal Processing, pp 71-75, IEEE, Piscataway, NJ, 2014. (DOI, fulltext:postprint).
  154. Channel estimation using data embedded pilot in underwater acoustic communication. Jeong-Woo Han, Chan-Ho Hwang, Hyeong-Woo Lee, Ki-Man Kim, Magnus Lundberg Nordenvaad, and Jin Seok Kim. In OCEANS 2014: Taipei, IEEE Press, Piscataway, NJ, 2014. (DOI).
  155. Cognitive Radar Waveform Design for Spectral Coexistence in Signal-Dependent Interference. Augusto Aubry, Antonio De Maio, Marco Piezzo, Mohammad Mahdi Naghsh, Mojtaba Soltanalian, and Petre Stoica. In , 2014.
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PhD Theses

  1. Hybrid observers for systems with intrinsic pulse-modulated feedback. Diana Yamalova. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1812, Acta Universitatis Upsaliensis, Uppsala, 2019. (fulltext, preview image).
  2. Machine learning with state-space models, Gaussian processes and Monte Carlo methods. Andreas Svensson. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1709, Acta Universitatis Upsaliensis, Uppsala, 2018. (fulltext, preview image).
  3. Model-based optimization for individualized deep brain stimulation. Rubén Cubo. Ph.D. thesis, Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Science and Technology nr 1659, Acta Universitatis Upsaliensis, Uppsala, 2018. (fulltext, preview image).
  4. Modeling and identification of nonlinear and impulsive systems. Per Mattsson. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 127, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
  5. Identification using Convexification and Recursion. Liang Dai. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 123, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
  6. Input-Output Stability Analysis of Networked Control Systems. Johannes Nygren. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 119, Acta Universitatis Upsaliensis, Uppsala, 2016. (fulltext, preview image).
  7. Identification Techniques for Mathematical Modeling of the Human Smooth Pursuit System. Daniel Jansson. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 115, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
  8. Contributions to Signal Processing for MRI. Marcus Björk. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 113, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
  9. Parallel Stochastic Estimation on Multicore Platforms. Olov Rosén. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 111, Acta Universitatis Upsaliensis, Uppsala, 2015. (fulltext, preview image).
  10. Nonlinear Modeling and Feedback Control of Drug Delivery in Anesthesia. Margarida M. Silva. 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).
  11. Modelling and Control Methods with Applications to Mechanical Waves. Hans Norlander. 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).
  12. Signal Design for Active Sensing and Communications. Mojtaba Soltanalian. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 108, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
  13. Nonlinear System Identification and Control Applied to Selective Catalytic Reduction Systems. Soma Tayamon. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 106, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
  14. Ammonium Feedback Control in Wastewater Treatment Plants. Linda Åmand. Ph.D. thesis, Uppsala Dissertations from the Faculty of Science and Technology nr 104, Acta Universitatis Upsaliensis, Uppsala, 2014. (fulltext, preview image).
  15. On Identification of Biological Systems. Egi Hidayat. 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).
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Licentiate Theses

  1. Deep learning applied to system identification: A probabilistic approach. Carl Andersson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-007, Uppsala University, 2019. (fulltext).
  2. Tailoring Gaussian processes for tomographic reconstruction. Carl Jidling. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-005, Uppsala University, 2019. (fulltext).
  3. Volterra modeling of the human smooth pursuit system in health and disease. Viktor Bro. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2019-003, Uppsala University, 2019. (fulltext).
  4. Modeling and assessment of human balance and movement disorders using inertial sensors. Fredrik Olsson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-003, Uppsala University, 2018. (fulltext).
  5. Ammonium based aeration control in wastewater treatment plants: Modelling and controller design. Tatiana Chistiakova. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2018-002, Uppsala University, 2018. (fulltext).
  6. Fault detection in water resource recovery facilities. Oscar Samuelsson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-003, Uppsala University, 2017. (fulltext).
  7. Hybrid observers for systems with intrinsic pulse-modulated feedback. Diana Yamalova. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2017-001, Uppsala University, 2017. (fulltext).
  8. Learning probabilistic models of dynamical phenomena using particle filters. Andreas Svensson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-011, Uppsala University, 2016. (fulltext).
  9. Mathematical modeling for optimization of Deep Brain Stimulation. Rubén Cubo. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2016-002, Uppsala University, 2016. (fulltext).
  10. Pulse-modulated feedback in mathematical modeling and estimation of endocrine systems. Per Mattsson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-006, Uppsala University, 2014. (fulltext).
  11. On some sparsity related problems and the randomized Kaczmarz algorithm. Liang Dai. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-003, Uppsala University, 2014. (fulltext).
  12. Output feedback control: Some methods and applications. Johannes Nygren. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-002, Uppsala University, 2014. (fulltext).
  13. Mathematical modeling of the human smooth pursuit system. Daniel Jansson. Licentiate thesis, IT licentiate theses / Uppsala University, Department of Information Technology nr 2014-001, Uppsala University, 2014. (fulltext).
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Technical reports

  1. Nonlinear system identification of the dissolved oxygen to effluent ammonium dynamics in an activated sludge process. Tatiana Chistiakova, Per Mattsson, Bengt Carlsson, and Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2018-011, 2018. (External link).
  2. Coupled electric drives data set and reference models. Torbjörn Wigren and Maarten Schoukens. Technical report / Department of Information Technology, Uppsala University nr 2017-024, 2017. (External link).
  3. Stability properties of a MIMO data flow controller. Ramón A. Delgado, Torbjörn Wigren, Katrina Lau, and Richard H. Middleton. University of Newcastle, Australia, 2017. (External link).
  4. Parametric convergence analysis of an adaptive filtering algorithm with output quantization. Sholeh Yasini and Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2017-011, 2017. (External link).
  5. MATLAB software for nonlinear and delayed recursive identification: Revision 1. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2017-007, 2017. (External link).
  6. Comparing two recent particle filter implementations of Bayesian system identification. Andreas Svensson and Thomas B. Schön. Technical report / Department of Information Technology, Uppsala University nr 2016-008, 2016. (External link).
  7. A tradeoff between data rate and regulation performance in networked data flow control. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2016-003, 2016. (External link).
  8. Delay-independent stability criteria for networked control systems. Johannes Nygren, Torbjörn Wigren, and Kristiaan Pelckmans. Technical report / Department of Information Technology, Uppsala University nr 2015-018, 2015. (External link).
  9. Constraints in nonlinear <em>L</em><sub>2</sub>-stable networked control. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2015-013, 2015. (External link).
  10. A Recursive Method for Enumeration of Costas Arrays. Mojtaba Soltanalian and Petre Stoica. 2014. (fulltext).
  11. Identifiability and limit cycles. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2014-016, 2014. (External link).
  12. MATLAB software for identification of nonlinear autonomous systems: Revision 1. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2014-014, 2014. (External link).
  13. On a limitation in networked flow control. Torbjörn Wigren. Technical report / Department of Information Technology, Uppsala University nr 2014-009, 2014. (External link).
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Updated  2019-06-18 13:23:08 by Kjartan Halvorsen.