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 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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Event-Triggered and Self-Triggered ${L}_{∞}$ Control for Markov Jump Stochastic Nonlinear Systems Under DoS Attacks

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3103871 ◽

2021 ◽

pp. 1-14

Author(s):

Pengyu Zeng ◽

Feiqi Deng ◽

Xiaobin Gao ◽

Xiaohua Liu

Keyword(s):

Nonlinear Systems ◽

Stochastic Nonlinear Systems ◽

Dos Attacks ◽

Markov Jump ◽

Event Triggered

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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-based finite-time control of quantized stochastic nonlinear systems

Neurocomputing ◽

10.1016/j.neucom.2019.06.060 ◽

2019 ◽

Vol 362 ◽

pp. 195-202 ◽

Author(s):

Fang Wang ◽

LiLi Zhang ◽

Shaowei Zhou ◽

Yuanyuan Huang

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Finite Time ◽

Stochastic Nonlinear Systems ◽

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Neural-Network-Based Decentralized Adaptive Output-Feedback Control for Large-Scale Stochastic Nonlinear Systems

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2012.2196432 ◽

2012 ◽

Vol 42 (6) ◽

pp. 1608-1619 ◽

Author(s):

Qi Zhou ◽

Peng Shi ◽

Honghai Liu ◽

Shengyuan Xu

Keyword(s):

Neural Network ◽

Feedback Control ◽

Nonlinear Systems ◽

Output Feedback ◽

Large Scale ◽

Output Feedback Control ◽

Stochastic Nonlinear Systems ◽

Adaptive Output Feedback Control

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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 Output Neural Network Control for a Class of Stochastic Nonlinear Systems With Dead-Zone Nonlinearities

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2503004 ◽

2017 ◽

Vol 28 (3) ◽

pp. 726-739 ◽

Author(s):

Li-Bing Wu ◽

Guang-Hong Yang

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Dead Zone ◽

Network Control ◽

Stochastic Nonlinear Systems ◽

Neural Network Control

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Stability Analysis of Semi-Markov Jump Stochastic Nonlinear Systems

IEEE Transactions on Automatic Control ◽

10.1109/tac.2021.3071650 ◽

2021 ◽

pp. 1-1

Author(s):

Xiaotai Wu ◽

Peng Shi ◽

Yang Tang ◽

Shuai Mao ◽

Feng Qian

Keyword(s):

Stability Analysis ◽

Nonlinear Systems ◽

Stochastic Nonlinear Systems ◽

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Neural-network-based finite-timeH∞control for extended Markov jump nonlinear systems

International Journal of Adaptive Control and Signal Processing ◽

10.1002/acs.1143 ◽

2009 ◽

pp. n/a-n/a ◽

Author(s):

Xiaoli Luan ◽

Fei Liu ◽

Peng Shi

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

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