Stephen A Billings
Stephen A Billings
Professor of Complex Systems and Signal Processing
E-mail confirmado em sheffield.ac.uk - Página inicial
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Orthogonal least squares methods and their application to non-linear system identification
S Chen, SA Billings, W Luo
International Journal of control 50 (5), 1873-1896, 1989
18211989
Input-output parametric models for non-linear systems part I: deterministic non-linear systems
IJ Leontaritis, SA Billings
International journal of control 41 (2), 303-328, 1985
15641985
Non-linear system identification using neural networks
S Chen, SA Billings, PM Grant
International journal of control 51 (6), 1191-1214, 1990
12511990
Representations of non-linear systems: the NARMAX model
S Chen, SA Billings
International journal of control 49 (3), 1013-1032, 1989
11891989
Neural networks for nonlinear dynamic system modelling and identification
S Chen, SA Billings
International journal of control 56 (2), 319-346, 1992
9421992
Identification of nonlinear systems–a survey
SA Billings
IEE Proceedings D (Control Theory and Applications) 127 (6), 272-285, 1980
8781980
Nonlinear system identification: NARMAX methods in the time, frequency, and spatio-temporal domains
SA Billings
John Wiley & Sons, 2013
8252013
Identification of MIMO non-linear systems using a forward-regression orthogonal estimator
SA Billings, S Chen, MJ Korenberg
International journal of control 49 (6), 2157-2189, 1989
6291989
Input-output parametric models for non-linear systems part II: stochastic non-linear systems
IJ Leontaritis, SA Billings
International journal of control 41 (2), 329-344, 1985
4981985
Orthogonal parameter estimation algorithm for non-linear stochastic systems
M Korenberg, SA Billings, YP Liu, PJ McIlroy
International Journal of Control 48 (1), 193-210, 1988
4901988
Identification of systems containing linear dynamic and static nonlinear elements
SA Billings, SY Fakhouri
Automatica 18 (1), 15-26, 1982
4881982
Recursive hybrid algorithm for non-linear system identification using radial basis function networks
S Chen, SA Billings, PM Grant
International Journal of Control 55 (5), 1051-1070, 1992
4561992
A new class of wavelet networks for nonlinear system identification
SA Billings, HL Wei
IEEE Transactions on neural networks 16 (4), 862-874, 2005
4272005
Practical identification of NARMAX models using radial basis functions
S Chen, SA Billings, CFN Cowan, PM Grant
International Journal of Control 52 (6), 1327-1350, 1990
4261990
Properties of neural networks with applications to modelling non-linear dynamical systems
SA Billings, HB Jamaluddin, S Chen
International Journal of Control 55 (1), 193-224, 1992
3511992
Radial basis function network configuration using genetic algorithms
SA Billings, GL Zheng
Neural Networks 8 (6), 877-890, 1995
3261995
Analysis and design of variable structure systems using a geometric approach
OME El-Ghezawi, ASI Zinober, SA Billings
International Journal of Control 38 (3), 657-671, 1983
3151983
Self-tuning and adaptive control: theory and applications
CJ Harris
2831981
Identification of a class of nonlinear systems using correlation analysis
SA Billings, SY Fakhouri
Proceedings of the Institution of Electrical Engineers 125 (7), 691-697, 1978
2671978
Identification of non-linear output-affine systems using an orthogonal least-squares algorithm
SA Billings, MJ Korenberg, S Chen
International Journal of Systems Science 19 (8), 1559-1568, 1988
2621988
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