Stochastic gradient descent on Riemannian manifolds S Bonnabel Automatic Control, IEEE Transactions on, 2013 58 (9), 2217-2229., 2013 | 641 | 2013 |
The invariant extended Kalman filter as a stable observer A Barrau, S Bonnabel IEEE Transactions on Automatic Control 62 (4), 1797-1812, 2016 | 516 | 2016 |
Symmetry-preserving observers S Bonnabel, P Martin, P Rouchon IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 53, 2514-2526, 2008 | 313 | 2008 |
Invariant Extended Kalman Filter: theory and application to a velocity-aided attitude estimation problem S Bonnabel, P Martin, E Salaün Decision and Control, 2009 held jointly with the 2009 28th Chinese Control …, 2009 | 253 | 2009 |
AI-IMU dead-reckoning M Brossard, A Barrau, S Bonnabel IEEE Transactions on Intelligent Vehicles 5 (4), 585-595, 2020 | 252 | 2020 |
Invariant kalman filtering A Barrau, S Bonnabel Annual Review of Control, Robotics, and Autonomous Systems 1 (1), 237-257, 2018 | 217 | 2018 |
Non-linear symmetry-preserving observers on Lie groups S Bonnabel, P Martin, P Rouchon IEEE Transactions on Automatic Control 54 (7), 1709-1713, 2009 | 212 | 2009 |
Riemannian metric and geometric mean for positive semidefinite matrices of fixed rank S Bonnabel, R Sepulchre SIAM Journal on Matrix Analysis and Applications, 31(3), 1055–1070., 2009 | 179 | 2009 |
Left-invariant extended Kalman filter and attitude estimation S Bonnabel 2007 46th IEEE Conference on Decision and Control, 1027-1032, 2007 | 164 | 2007 |
An EKF-SLAM algorithm with consistency properties A Barrau, S Bonnabel arXiv preprint arXiv:1510.06263, 2015 | 141 | 2015 |
Intrinsic filtering on Lie groups with applications to attitude estimation A Barrau, S Bonnabel IEEE Transactions on Automatic Control 60 (2), 436-449, 2014 | 138 | 2014 |
Coordinated motion design on Lie groups A Sarlette, S Bonnabel, R Sepulchre IEEE TRANSACTIONS ON AUTOMATIC CONTROL 55 (5), 1047-1058, 2010 | 137 | 2010 |
Fixed-rank matrix factorizations and Riemannian low-rank optimization B Mishra, G Meyer, S Bonnabel, R Sepulchre Computational Statistics 29, 591-621, 2014 | 136 | 2014 |
Denoising imu gyroscopes with deep learning for open-loop attitude estimation M Brossard, S Bonnabel, A Barrau IEEE Robotics and Automation Letters 5 (3), 4796-4803, 2020 | 124 | 2020 |
Unscented Kalman filtering on Lie groups M Brossard, S Bonnabel, JP Condomines 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2017 | 112 | 2017 |
Learning Wheel Odometry and IMU Errors for Localization M Brossard, S Bonnabel 2019 International Conference on Robotics and Automation (ICRA), 2019 | 111 | 2019 |
A contraction theory-based analysis of the stability of the deterministic extended Kalman filter S Bonnabel, JJ Slotine IEEE Transactions on Automatic Control 60 (2), 565-569, 2014 | 111 | 2014 |
Regression on fixed-rank positive semidefinite matrices: a Riemannian approach G Meyer, S Bonnabel, R Sepulchre The Journal of Machine Learning Research, 2011, 2010 | 88 | 2010 |
RINS-W: Robust Inertial Navigation System on Wheels M Brossard, A Barrau, S Bonnabel The 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 86 | 2019 |
Invariant Kalman Filtering for Visual Inertial SLAM M Brossard, S Bonnabel, A Barrau 21st International Conference on Information Fusion (FUSION 2018), Cambridge, UK, 2018 | 85* | 2018 |