Identification of MIMO Hammerstein models using least squares support vector machines

Ivan Goethals; Kristiaan Pelckmans; Johan A.K. Suykens; Bart De Moor

doi:10.1016/j.automatica.2005.02.002

Identification of MIMO Hammerstein models using least squares support vector machines

Automatica ◽

10.1016/j.automatica.2005.02.002 ◽

2005 ◽

Vol 41 (7) ◽

pp. 1263-1272 ◽

Cited By ~ 136

Author(s):

Ivan Goethals ◽

Kristiaan Pelckmans ◽

Johan A.K. Suykens ◽

Bart De Moor

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Hammerstein Models ◽

Vector Machines

Download Full-text

Recursive subspace identification of Hammerstein models based on least squares support vector machines

IET Control Theory and Applications ◽

10.1049/iet-cta.2008.0339 ◽

2009 ◽

Vol 3 (9) ◽

pp. 1209-1216 ◽

Cited By ~ 28

Author(s):

L. Bako ◽

G. Mercère ◽

M. Lovera ◽

S. Lecoeuche

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Subspace Identification ◽

Hammerstein Models ◽

Vector Machines

Download Full-text

Nonlinear Predictive Control Based on Least Squares Support Vector Machines Hammerstein Models

Adaptive and Natural Computing Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-642-37213-1_26 ◽

2013 ◽

pp. 246-255 ◽

Cited By ~ 2

Author(s):

Maciej Ławryńczuk

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Support Vector ◽

Nonlinear Predictive Control ◽

Hammerstein Models ◽

Vector Machines

Download Full-text

NARX identification of hammerstein models using least squares support vector machines

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)31250-8 ◽

2004 ◽

Vol 37 (13) ◽

pp. 363-368 ◽

Cited By ~ 1

Author(s):

Ivan Goethals ◽

Kristiaan Pelckmans ◽

Johan A.K. Suykens ◽

Bart De Moor

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Hammerstein Models ◽

Vector Machines

Download Full-text

A Novel Hyperspectral Unmixing Method based on Least Squares Twin Support Vector Machines

European Journal of Remote Sensing ◽

10.1080/22797254.2021.1877572 ◽

2021 ◽

Vol 54 (1) ◽

pp. 72-85

Author(s):

Liguo Wang ◽

San Wang ◽

Xiuping Jia ◽

Tianyi Bi

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Twin Support Vector Machines ◽

Hyperspectral Unmixing ◽

Vector Machines

Download Full-text

On-line of modeling ship manoeuvring motion by using least squares support vector machines

2011 IEEE 18th International Conference on Industrial Engineering and Engineering Management ◽

10.1109/icieem.2011.6035492 ◽

2011 ◽

Author(s):

Yan Wang ◽

Hao Meng ◽

Zhi-lin Liu ◽

Rui-ting Yu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Ship Manoeuvring ◽

Vector Machines ◽

On Line

Download Full-text

Offline modeling of nonlinear systems based on least squares support vector machines

2009 International Conference on Computer Engineering & Systems ◽

10.1109/icces.2009.5383287 ◽

2009 ◽

Cited By ~ 1

Author(s):

M. El Bardini ◽

H. M. Khalil ◽

N. El Rabie ◽

M. Sharaf

Keyword(s):

Support Vector Machines ◽

Nonlinear Systems ◽

Least Squares ◽

Support Vector ◽

Vector Machines

Download Full-text

Multiclass Least Squares Wavelet Support Vector Machines

2008 IEEE International Conference on Networking, Sensing and Control ◽

10.1109/icnsc.2008.4525268 ◽

2008 ◽

Cited By ~ 6

Author(s):

Yongzhong Xing ◽

Xiaobei Wu ◽

Zhiliang Xu

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

Download Full-text

New predictive control algorithms based on Least Squares Support Vector Machines

Journal of Zhejiang University SCIENCE A ◽

10.1631/jzus.2005.a0440 ◽

2005 ◽

Vol 6 (5) ◽

pp. 440-446 ◽

Cited By ~ 11

Author(s):

Liu Bin ◽

Su Hong-ye ◽

Chu Jian

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Control Algorithms ◽

Support Vector ◽

Vector Machines

Download Full-text

Sound Source DOA Estimation and Localization in Noisy Reverberant Environments Using Least-Squares Support Vector Machines

Journal of Signal Processing Systems ◽

10.1007/s11265-009-0423-7 ◽

2009 ◽

Vol 63 (3) ◽

pp. 287-300 ◽

Cited By ~ 4

Author(s):

Huawei Chen ◽

Wee Ser

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Sound Source ◽

Doa Estimation ◽

Support Vector ◽

Reverberant Environments ◽

Vector Machines

Download Full-text

Efficient sparse least squares support vector machines for regression

Proceedings of the 33rd Chinese Control Conference ◽

10.1109/chicc.2014.6895821 ◽

2014 ◽

Cited By ~ 4

Author(s):

Gangquan Si ◽

Jianquan Shi ◽

Zhang Guo ◽

Weili Zhao

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Support Vector ◽

Vector Machines

Download Full-text