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Niklas Wahlström
Niklas Wahlström
Assistant Professor, Uppsala University, Sweden
Verified email at it.uu.se - Homepage
Title
Cited by
Cited by
Year
Extended Target Tracking Using Gaussian Processes
N Wahlstrom, E Özkan
IEEE Transactions on Signal Processing 63 (16), 41654178, 2015
1862015
From pixels to torques: Policy learning with deep dynamical models
N Wahlström, TB Schön, MP Deisenroth
arXiv preprint arXiv:1502.02251, 2015
1812015
Modeling and interpolation of the ambient magnetic field by Gaussian processes
A Solin, M Kok, N Wahlström, TB Schön, S Särkkä
IEEE Transactions on robotics 34 (4), 1112-1127, 2018
1002018
Linearly constrained Gaussian processes
C Jidling, N Wahlström, A Wills, TB Schön
Advances in Neural Information Processing Systems 30, 2017
942017
Magnetometer modeling and validation for tracking metallic targets
N Wahlström, F Gustafsson
IEEE Transactions on Signal Processing 62 (3), 545-556, 2013
742013
Machine Learning: A First Course for Engineers and Scientists
A Lindholm, N Wahlström, F Lindsten, TB Schön
Cambridge University Press, 2022
59*2022
Modeling magnetic fields using Gaussian processes
N Wahlström, M Kok, TB Schön, F Gustafsson
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
572013
Learning deep dynamical models from image pixels
N Wahlström, TB Schön, MP Deisenroth
IFAC-PapersOnLine 48 (28), 1059-1064, 2015
402015
Probabilistic modelling and reconstruction of strain
C Jidling, J Hendriks, N Wahlström, A Gregg, TB Schön, C Wensrich, ...
Nuclear Instruments and Methods in Physics Research Section B: Beam …, 2018
392018
Deep convolutional networks in system identification
C Andersson, AH Ribeiro, K Tiels, N Wahlström, TB Schön
2019 IEEE 58th conference on decision and control (CDC), 3670-3676, 2019
322019
Rao-Blackwellised particle filter for star-convex extended target tracking models
E Özkan, N Wahlström, SJ Godsill
2016 19th International Conference on Information Fusion (FUSION), 1193-1199, 2016
322016
Deep state space models for nonlinear system identification
D Gedon, N Wahlström, TB Schön, L Ljung
IFAC-PapersOnLine 54 (7), 481-486, 2021
312021
Classification of Driving Direction in Traffic Surveillance using Magnetometers
N Wahlström, R Hostettler, F Gustafsson, W Birk
IEEE transactions on intelligent transportation systems 15 (4), 1405 - 1418, 2014
292014
Magnetometers for tracking metallic targets
N Wahlström, J Callmer, F Gustafsson
2010 13th International Conference on Information Fusion, 1-8, 2010
262010
MEMS-based inertial navigation based on a magnetic field map
M Kok, N Wahlström, TB Schön, F Gustafsson
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
232013
Discretizing stochastic dynamical systems using Lyapunov equations
N Wahlström, P Axelsson, F Gustafsson
IFAC Proceedings Volumes 47 (3), 3726-3731, 2014
212014
Modeling of magnetic fields and extended objects for localization applications
N Wahlström
Linköping University Electronic Press, 2015
192015
Probabilistic approach to limited-data computed tomography reconstruction
Z Purisha, C Jidling, N Wahlström, TB Schön, S Särkkä
Inverse Problems 35 (10), 105004, 2019
172019
Platform for teaching sensor fusion using a smartphone
G Hendeby, F Gustafsson, N Wahlström, S Gunnarsson
International journal of engineering education 33 (2B), 781-789, 2017
162017
A bounded confidence model that preserves the signs of the opinions
F Ceragioli, G Lindmark, C Veibäck, N Wahlström, M Lindfors, C Altafini
2016 European Control Conference (ECC), 543-548, 2016
152016
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