Jonas Sjöberg
Title
Cited by
Cited by
Year
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
23341995
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
4821995
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
210*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
1952000
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
1902012
Neural networks in system identification
J Sjöberg, H Hjalmarsson, L Ljung
Linköping University, 1994
1891994
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
1732010
Non-linear system identification with neural networks
J Sjöberg
Linköping University, 1995
1481995
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
118*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
992013
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
931995
Identification, adaptation, learning: the science of learning models from data
S Bittanti, G Picci
Springer Science & Business Media, 1996
901996
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
851997
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
832011
On the hinge-finding algorithm for hingeing hyperplanes
P Pucar, J Sjoberg
Information Theory, IEEE Transactions on 44 (3), 1310-1319, 1998
821998
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
652014
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
622013
Initializing Wiener–Hammerstein models based on partitioning of the best linear approximation
J Sjöberg, J Schoukens
Automatica 48 (2), 353-359, 2012
622012
Predictive cruise control with autonomous overtaking
N Murgovski, J Sjöberg
2015 54th IEEE Conference on Decision and Control (CDC), 644-649, 2015
602015
Iterative controller optimization for nonlinear systems
J Sjöberg, F De Bruyne, M Agarwal, BDO Anderson, M Gevers, FJ Kraus, ...
Control Engineering Practice 11 (9), 1079-1086, 2003
602003
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Articles 1–20