Safety-Critical Support Vector Regressor Controller for Nonlinear Systems

Neural Processing Letters ◽

10.1007/s11063-017-9738-8 ◽

2017 ◽

Vol 48 (1) ◽

pp. 419-440 ◽

Author(s):

Kemal Uçak ◽

İlker Üstoğlu ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Safety Critical ◽

Support Vector Regressor

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Model free adaptive support vector regressor controller for nonlinear systems

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2019.02.001 ◽

2019 ◽

Vol 81 ◽

pp. 47-67 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Adaptive Support ◽

Support Vector Regressor

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An adaptive support vector regressor controller for nonlinear systems

Soft Computing ◽

10.1007/s00500-015-1654-0 ◽

2015 ◽

Vol 20 (7) ◽

pp. 2531-2556 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector ◽

Adaptive Support ◽

Support Vector Regressor

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Online Support Vector Regression Based Adaptive NARMA-L2 Controller for Nonlinear Systems

Neural Processing Letters ◽

10.1007/s11063-020-10403-8 ◽

2021 ◽

Author(s):

Kemal Uçak ◽

Gülay Öke Günel

Keyword(s):

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

Online Support ◽

Online Support Vector Regression

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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 ◽

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

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State Feedback Control Based on Twin Support Vector Regression Compensating for a Class of Nonlinear Systems

Advances in Neural Networks – ISNN 2011 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-21090-7_60 ◽

2011 ◽

pp. 515-524

Author(s):

Chaoxu Mu ◽

Changyin Sun ◽

Xinghuo Yu

Keyword(s):

Feedback Control ◽

Nonlinear Systems ◽

Support Vector Regression ◽

State Feedback ◽

State Feedback Control ◽

Support Vector ◽

Twin Support Vector Regression

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Subspace-Based Indoor Mobile Positioning Using Support Vector Regressor

IEEE Vehicular Technology Conference ◽

10.1109/vtcf.2006.553 ◽

2006 ◽

Author(s):

Shohei Kikuchi ◽

Shinya Matsuyama ◽

Akira Sano ◽

Hiroyuki Tsuji

Keyword(s):

Support Vector ◽

Mobile Positioning ◽

Support Vector Regressor

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Nonlinear Systems Modeling and Control Using Support Vector Machine Technique

Computer Science – Theory and Applications - Lecture Notes in Computer Science ◽

10.1007/11753728_66 ◽

2006 ◽

pp. 660-669 ◽

Author(s):

Haoran Zhang ◽

Xiaodong Wang

Keyword(s):

Support Vector Machine ◽

Nonlinear Systems ◽

Support Vector ◽

Systems Modeling ◽

Modeling And Control ◽

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Blind equalization of short burst signals based on twin support vector regressor and data-reusing method

Fifth International Conference on Computing, Communications and Networking Technologies (ICCCNT) ◽

10.1109/icccnt.2014.6963089 ◽

2014 ◽

Author(s):

Ling Yang ◽

Yanping Fu ◽

Zhifen Yang ◽

Yanyan Wei

Keyword(s):

Blind Equalization ◽

Support Vector ◽

Short Burst ◽

Support Vector Regressor

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Blind equalization Using ν- support vector regressor for constant modulus signals

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4633783 ◽

2008 ◽

Author(s):

Feng Liu ◽

Hu-cheng An ◽

Jia-ming Li ◽

Lin-dong Ge

Keyword(s):

Blind Equalization ◽

Support Vector ◽

Constant Modulus ◽

Support Vector Regressor

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Non-Mercer hybrid kernel for linear programming support vector regression in nonlinear systems identification

Applied Soft Computing ◽

10.1016/j.asoc.2008.03.007 ◽

2009 ◽

Vol 9 (1) ◽

pp. 94-99 ◽

Author(s):

Zhao Lu ◽

Jing Sun

Keyword(s):

Linear Programming ◽

Nonlinear Systems ◽

Support Vector Regression ◽

Support Vector ◽

Systems Identification ◽

Programming Support ◽

Nonlinear Systems Identification ◽

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