Near optimal output feedback control of nonlinear discrete-time systems based on reinforcement neural network learning

IEEE/CAA Journal of Automatica Sinica ◽

10.1109/jas.2014.7004665 ◽

2014 ◽

Vol 1 (4) ◽

pp. 372-384 ◽

Keyword(s):

Neural Network ◽

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Neural Network Learning ◽

Network Learning ◽

Optimal Output ◽

Discrete Time Systems ◽

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Data-Driven $H_{∞}$ Optimal Output Feedback Control for Linear Discrete-Time Systems Based on Off-Policy Q-Learning

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3112457 ◽

2021 ◽

pp. 1-15

Author(s):

Li Zhang ◽

Jialu Fan ◽

Wenqian Xue ◽

Victor G. Lopez ◽

Jinna Li ◽

...

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Data Driven ◽

Optimal Output ◽

Discrete Time Systems ◽

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Event-based optimal output-feedback control of nonlinear discrete-time systems

Information Sciences ◽

10.1016/j.ins.2020.05.098 ◽

2020 ◽

Vol 540 ◽

pp. 414-434

Author(s):

Wenqi Xu ◽

Xiaoping Liu ◽

Huanqing Wang ◽

Yucheng Zhou

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Optimal Output ◽

Discrete Time Systems ◽

Event Based ◽

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Observer-based Adaptive Neural Network Output-feedback Control for Nonlinear Strict-feedback Discrete-time Systems

International Journal of Control Automation and Systems ◽

10.1007/s12555-019-0996-2 ◽

2020 ◽

Author(s):

Wenqi Xu ◽

Xiaoping Liu ◽

Huanqing Wang ◽

Yucheng Zhou

Keyword(s):

Neural Network ◽

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Adaptive Neural Network ◽

Discrete Time Systems ◽

Network Output ◽

Time Systems ◽

Strict Feedback

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Near Optimal Output-Feedback Control of Nonlinear Discrete-time Systems in Nonstrict Feedback Form with Application to Engines

2007 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2007.4370989 ◽

2007 ◽

Author(s):

Peter Shih ◽

B. Kaul ◽

Sarangapani Jagannathan ◽

J. Drallmeier

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Feedback Form ◽

Optimal Output ◽

Discrete Time Systems ◽

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Modelling and optimal output feedback control for discrete-time systems: Multi-model approach

2015 7th International Conference on Modelling, Identification and Control (ICMIC) ◽

10.1109/icmic.2015.7409397 ◽

2015 ◽

Author(s):

Jaouher Chrouta ◽

Abderrahmen Zaafouri ◽

Mohamed Jemli

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Optimal Output ◽

Discrete Time Systems ◽

Time Systems ◽

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Near Optimal Neural Network-based Output Feedback Control of Affine Nonlinear Discrete-Time Systems

2007 IEEE 22nd International Symposium on Intelligent Control ◽

10.1109/isic.2007.4450950 ◽

2007 ◽

Author(s):

Qinmin Yang ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Discrete Time Systems ◽

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Decentralized adaptive neural network state and output feedback control of a class of interconnected nonlinear discrete-time systems

2012 American Control Conference (ACC) ◽

10.1109/acc.2012.6315493 ◽

2012 ◽

Author(s):

S. Mehraeen ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Adaptive Neural Network ◽

Network State ◽

Discrete Time Systems ◽

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Discrete-time neural network output feedback control of nonlinear discrete-time systems in non-strict form

10.1016/j.automatica.2007.08.008 ◽

2008 ◽

Vol 44 (4) ◽

pp. 1020-1027 ◽

Author(s):

J. Vance ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Discrete Time Systems ◽

Network Output ◽

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PFC design via FRIT Approach for Adaptive Output Feedback Control of Discrete-time Systems

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.132.834 ◽

2012 ◽

Vol 132 (6) ◽

pp. 834-841 ◽

Author(s):

Ikuro Mizumoto ◽

Taro Takagi ◽

Sota Fukui ◽

Sirish L. Shah

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Output Feedback Control ◽

Discrete Time Systems ◽

Adaptive Output Feedback Control ◽

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Finite-time output feedback control for nonlinear networked discrete-time systems with an adaptive event-triggered scheme

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2021.05.029 ◽

2021 ◽

Author(s):

Yiming Sun ◽

Jinyong Yu ◽

Hanqi Yin

Keyword(s):

Feedback Control ◽

Discrete Time ◽

Output Feedback ◽

Finite Time ◽

Output Feedback Control ◽

Discrete Time Systems ◽

Time Systems ◽

Event Triggered

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