Adaptive neural network tracking for a class of Markov jump stochastic nonlinear systems based on Extreme Learning Machine

2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC) ◽

10.1109/cgncc.2016.7829174 ◽

2016 ◽

Author(s):

Pengpeng Wang ◽

Fei Long ◽

Yi Tan

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Extreme Learning Machine ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

Markov Jump ◽

Learning Machine

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Adaptive neural network finite-time tracking control of full state constrained pure feedback stochastic nonlinear systems

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2020.04.048 ◽

2020 ◽

Vol 357 (11) ◽

pp. 6738-6759

Author(s):

Yongchao Liu ◽

Qidan Zhu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Finite Time ◽

Tracking Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

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Neural network stabilization for a class of Markov jump stochastic nonlinear systems based on ELM

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7553863 ◽

2016 ◽

Author(s):

Pengpeng Wang ◽

Fei Long ◽

Lu Guo ◽

Yi Tan

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Stochastic Nonlinear Systems ◽

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Adaptive Neural Network Prescribed Performance Bounded-$H_{\infty}$ Tracking Control for a Class of Stochastic Nonlinear Systems

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2019.2928594 ◽

2020 ◽

Vol 31 (6) ◽

pp. 2140-2152

Author(s):

Hui Liu ◽

Xiaohua Li ◽

Xiaoping Liu ◽

Huanqing Wang

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Tracking Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

Prescribed Performance

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Adaptive neural network output feedback control of stochastic nonlinear systems with dynamical uncertainties

Neural Computing and Applications ◽

10.1007/s00521-012-1099-7 ◽

2012 ◽

Vol 23 (5) ◽

pp. 1481-1494 ◽

Author(s):

Tong Wang ◽

Shaocheng Tong ◽

Yongming Li

Keyword(s):

Neural Network ◽

Feedback Control ◽

Nonlinear Systems ◽

Output Feedback ◽

Output Feedback Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

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Adaptive Neural Network Output Feedback Control for Stochastic Nonlinear Systems With Unknown Dead-Zone and Unmodeled Dynamics

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2013.2276043 ◽

2014 ◽

Vol 44 (6) ◽

pp. 910-921 ◽

Author(s):

Shaocheng Tong ◽

Tong Wang ◽

Yongming Li ◽

Huaguang Zhang

Keyword(s):

Neural Network ◽

Feedback Control ◽

Nonlinear Systems ◽

Output Feedback ◽

Dead Zone ◽

Output Feedback Control ◽

Unmodeled Dynamics ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

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Adaptive neural network asymptotic tracking control for nonstrict feedback stochastic nonlinear systems

Neural Networks ◽

10.1016/j.neunet.2021.06.011 ◽

2021 ◽

Author(s):

Yongchao Liu ◽

Qidan Zhu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Tracking Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

Asymptotic Tracking

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Event-Triggered Adaptive Neural Network Control for Stochastic Nonlinear Systems With State Constraints and Time-Varying Delays

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3105681 ◽

2021 ◽

pp. 1-13

Author(s):

Yongchao Liu ◽

Qidan Zhu

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

State Constraints ◽

Network Control ◽

Stochastic Nonlinear Systems ◽

Time Varying ◽

Neural Network Control ◽

Adaptive Neural Network ◽

Adaptive Neural Network Control ◽

Event Triggered

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Adaptive neural network output feedback control for stochastic nonlinear systems with full state constraints

ISA Transactions ◽

10.1016/j.isatra.2020.01.021 ◽

2020 ◽

Vol 101 ◽

pp. 60-68 ◽

Author(s):

Qidan Zhu ◽

Yongchao Liu ◽

Guoxing Wen

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Output Feedback ◽

State Constraints ◽

Output Feedback Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

Network Output ◽

Full State Constraints

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Adaptive neural network asymptotic tracking control for a class of stochastic nonlinear systems with unknown control gains and full state constraints

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.3304 ◽

2021 ◽

Author(s):

Wei Su ◽

Ben Niu ◽

Huanqing Wang ◽

Wenhai Qi

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Tracking Control ◽

State Constraints ◽

Stochastic Nonlinear Systems ◽

Adaptive Neural Network ◽

Asymptotic Tracking ◽

Unknown Control ◽

Full State Constraints

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Extension clustering-based extreme learning machine neural network

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.01942 ◽

2013 ◽

Vol 33 (7) ◽

pp. 1942-1945 ◽

Author(s):

Genghe LUO

Keyword(s):

Neural Network ◽

Extreme Learning Machine ◽

Learning Machine

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