System identification of nonlinear state-space models TB Schön, A Wills, B Ninness Automatica 47 (1), 39-49, 2011 | 685 | 2011 |
Identification of hammerstein–wiener models A Wills, TB Schön, L Ljung, B Ninness Automatica 49 (1), 70-81, 2013 | 392 | 2013 |
Maximum likelihood identification of Wiener models A Hagenblad, L Ljung, A Wills Automatica 44 (11), 2697-2705, 2008 | 247 | 2008 |
Barrier function based model predictive control AG Wills, WP Heath Automatica 40 (8), 1415-1422, 2004 | 188 | 2004 |
Model predictive control applied to constraint handling in active noise and vibration control AG Wills, D Bates, AJ Fleming, B Ninness, SOR Moheimani IEEE Transactions on Control Systems Technology 16 (1), 3-12, 2007 | 156 | 2007 |
Linearly constrained Gaussian processes C Jidling, N Wahlström, A Wills, TB Schön Advances in neural information processing systems 30, 2017 | 136 | 2017 |
On gradient-based search for multivariable system estimates A Wills, B Ninness IEEE Transactions on Automatic Control 53 (1), 298-306, 2008 | 128 | 2008 |
Fast linear model predictive control via custom integrated circuit architecture AG Wills, G Knagge, B Ninness IEEE Transactions on control systems technology 20 (1), 59-71, 2011 | 107 | 2011 |
Maximum-likelihood parameter estimation of bilinear systems S Gibson, A Wills, B Ninness IEEE Transactions on Automatic Control 50 (10), 1581-1596, 2005 | 105 | 2005 |
Optimal periodic trajectories for band-limited systems AJ Fleming, AG Wills IEEE Transactions on Control Systems Technology 17 (3), 552-562, 2009 | 95 | 2009 |
Constrained subspace method for the identification of structured state-space models (COSMOS) C Yu, L Ljung, A Wills, M Verhaegen IEEE Transactions on Automatic Control 65 (10), 4201-4214, 2019 | 93 | 2019 |
Sensor fusion for improved control of piezoelectric tube scanners AJ Fleming, AG Wills, SOR Moheimani IEEE Transactions on Control Systems Technology 16 (6), 1265-1276, 2008 | 78 | 2008 |
Nonlinear model predictive control of an inverted pendulum A Mills, A Wills, B Ninness 2009 American control conference, 2335-2340, 2009 | 77 | 2009 |
Zames-Falb multipliers for quadratic programming WP Heath, AG Wills Proceedings of the 44th IEEE Conference on Decision and Control, 963-968, 2005 | 77 | 2005 |
Generalised Hammerstein–Wiener system estimation and a benchmark application A Wills, B Ninness Control Engineering Practice 20 (11), 1097-1108, 2012 | 69 | 2012 |
Issues in sampling and estimating continuous-time models with stochastic disturbances L Ljung, A Wills Automatica 46 (5), 925-931, 2010 | 68 | 2010 |
Parameter estimation for discrete-time nonlinear systems using EM A Wills, TB Schön, B Ninness IFAC Proceedings Volumes 41 (2), 4012-4017, 2008 | 67 | 2008 |
Maximum likelihood estimation of state space models from frequency domain data A Wills, B Ninness, S Gibson IEEE Transactions on Automatic Control 54 (1), 19-33, 2009 | 66 | 2009 |
A sufficient condition for the stability of optimizing controllers with saturating actuators WP Heath, AG Wills, JAG Akkermans International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2005 | 59 | 2005 |
FPGA implementation of an interior-point solution for linear model predictive control A Wills, A Mills, B Ninness IFAC Proceedings Volumes 44 (1), 14527-14532, 2011 | 55 | 2011 |