Jonas Sjöberg

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Citations	6414	2209
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Lennart LjungProfessor of Automatic Control, Linköping University, SwedenVerified email at isy.liu.se
Nikolce MurgovskiChalmers University of TechnologyVerified email at chalmers.se
Håkan HjalmarssonCentre for Advanced Bioproduction, Linnaeus Centre ACCESS, School of EE and CSVerified email at ee.kth.se
Paolo FalconeChalmers UniversityVerified email at chalmers.se
Anatoli JuditskyProfessor UGAVerified email at univ-grenoble-alpes.fr
Gabriel Rodrigues de CamposResercher, ZenuityVerified email at zenuity.com
Lars Johannesson MårdhAssistant Professor Control Engineering, Signals and Systems, Chalmers, Senior Researcher ViktoriaVerified email at chalmers.se
Schoukens JohanVrije Universiteit BrusselVerified email at vub.ac.be
Erik CoelinghZenuityVerified email at zenuity.com
Giuseppe GiordanoPhD, Chalmers University of TechnologyVerified email at chalmers.se
Henk WymeerschChalmers University of TechnologyVerified email at chalmers.se
Jonas FredrikssonProfessor in Mechatronics, Chalmers University of TechnologyVerified email at chalmers.se
Bo EgardtProfessor in Automatic Control Verified email at chalmers.se
Anna MarconatoVrije Universiteit Brussel (VUB)Verified email at vub.ac.be
Johan SuykensProfessor, KU LeuvenVerified email at esat.kuleuven.be
Mats VibergVice-Chancellor, Blekinge Institute of TechnologyVerified email at bth.se
Per-Olof GutmantechnionVerified email at technion.ac.il
Brian AndersonAustralian National University, Hangzhou Dianzi University, Data61-CSIROVerified email at anu.edu.au
Michel GeversProfessor, systems and control, Université catholique de Louvain, ICTEAM, Louvain la NeuveVerified email at uclouvain.be
Tomas McKelveyProfessor, Department of Electrical Engineering, Signal Processing, Chalmers University ofVerified email at chalmers.se

Jonas Sjöberg

Professor at Dept of Electrical Engineering, Chalmers University of Technology

Verified email at chalmers.se - Homepage

Estimation and identification of dynamic systems modelling and simulation automotive active safety hybrid vehicles


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Nonlinear black-box modeling in system identification: a unified overview J Sjöberg, Q Zhang, L Ljung, A Benveniste, B Deylon, PY Glorennec, ... Linköping University, 1995	2355	1995
Nonlinear black-box models in system identification: Mathematical foundations A Juditsky, H Hjalmarsson, A Benveniste, B Delyon, L Ljung, J Sjöberg, ... Automatica 31 (12), 1725-1750, 1995	487	1995
Overtraining, regularization and searching for a minimum, with application to neural networks J Sjöberg, L Ljung International Journal of Control 62 (6), 1391-1407, 1995	213*	1995
Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm LSH Ngia, J Sjoberg IEEE Transactions on Signal Processing 48 (7), 1915-1927, 2000	197	2000
Component sizing of a plug-in hybrid electric powertrain via convex optimization N Murgovski, L Johannesson, J Sjöberg, B Egardt Mechatronics 22 (1), 106-120, 2012	194	2012
Neural networks in system identification J Sjöberg, H Hjalmarsson, L Ljung Linköping University, 1994	192	1994
Model-based threat assessment for avoiding arbitrary vehicle collisions M Brännström, E Coelingh, J Sjöberg IEEE Transactions on Intelligent Transportation Systems 11 (3), 658-669, 2010	179	2010
Non-linear system identification with neural networks J Sjöberg Linköping University, 1995	148	1995
Overtraining, regularization, and searching for minimum in neural networks J Sjöberg, L Ljung In Preprint IFAC Symposium on Adaptive Systems in Control and Signal Processing, 1992	121*	1992
Autonomous Cooperative Driving: A Velocity-Based Negotiation Approach for Intersection Crossing GR de Campos, P Falcone, J Sjoberg Intelligent Transportation Systems-(ITSC), 2013 16th International IEEE …, 2013	102	2013
Overtraining, regularization and searching for a minimum, with application to neural networks J Sjoberg, L Ljung International Journal of Control 62 (6), 1391-1407, 1995	93	1995
Identification, adaptation, learning: the science of learning models from data S Bittanti, G Picci Springer Science & Business Media, 1996	90	1996
Predictive threat assessment via reachability analysis and set invariance theory P Falcone, M Ali, J Sjoberg IEEE Transactions on Intelligent Transportation Systems 12 (4), 1352-1361, 2011	88	2011
Separable non-linear least-squares minimization-possible improvements for neural net fitting J Sjoberg, M Viberg Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE …, 1997	86	1997
On the hinge-finding algorithm for hingeing hyperplanes P Pucar, J Sjoberg Information Theory, IEEE Transactions on 44 (3), 1310-1319, 1998	83	1998
Cooperative receding horizon conflict resolution at traffic intersections GR Campos, P Falcone, H Wymeersch, R Hult, J Sjöberg 53rd IEEE Conference on Decision and Control, 2932-2937, 2014	65	2014
Strategic decision making for automated driving on two-lane, one way roads using model predictive control J Nilsson, J Sjöberg 2013 IEEE Intelligent Vehicles Symposium (IV), 1253-1258, 2013	65	2013
Initializing Wiener–Hammerstein models based on partitioning of the best linear approximation J Sjöberg, J Schoukens Automatica 48 (2), 353-359, 2012	63	2012
Predictive cruise control with autonomous overtaking N Murgovski, J Sjöberg 2015 54th IEEE Conference on Decision and Control (CDC), 644-649, 2015	62	2015
Engine on/off control for dimensioning hybrid electric powertrains via convex optimization N Murgovski, LM Johannesson, J Sjöberg IEEE Transactions on Vehicular Technology 62 (7), 2949-2962, 2013	62	2013

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