Neural network control of a class of nonlinear discrete time systems with asymptotic stability guarantees

2009 American Control Conference ◽

10.1109/acc.2009.5160469 ◽

2009 ◽

Author(s):

Balaje T. Thumati ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Asymptotic Stability ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

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Generalized Hamilton–Jacobi–Bellman Formulation -Based Neural Network Control of Affine Nonlinear Discrete-Time Systems

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2007.900227 ◽

2008 ◽

Vol 19 (1) ◽

pp. 90-106 ◽

Author(s):

Zheng Chen ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

Hamilton Jacobi Bellman ◽

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Finite-Horizon Near-Optimal Output Feedback Neural Network Control of Quantized Nonlinear Discrete-Time Systems With Input Constraint

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2409301 ◽

2015 ◽

Vol 26 (8) ◽

pp. 1776-1788 ◽

Author(s):

Hao Xu ◽

Qiming Zhao ◽

Sarangapani Jagannathan

Keyword(s):

Neural Network ◽

Discrete Time ◽

Output Feedback ◽

Network Control ◽

Neural Network Control ◽

Input Constraint ◽

Optimal Output ◽

Discrete Time Systems ◽

Feedback Neural Network ◽

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Neural Network Control of Nonlinear Discrete-Time Systems in Affine Form in the Presence of Communication Network

Frontiers of Intelligent Control and Information Processing ◽

10.1142/9789814616881_0006 ◽

2014 ◽

pp. 151-191

Author(s):

Hao Xu ◽

Avimanyu Sahoo ◽

Sarangapani Jagannathan

Keyword(s):

Neural Network ◽

Communication Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

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Finite-horizon optimal adaptive neural network control of uncertain nonlinear discrete-time systems

2013 IEEE International Symposium on Intelligent Control (ISIC) ◽

10.1109/isic.2013.6658614 ◽

2013 ◽

Author(s):

Qiming Zhao ◽

Hao Xu ◽

S. Jagannathan

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Finite Horizon ◽

Neural Network Control ◽

Adaptive Neural Network ◽

Discrete Time Systems ◽

Adaptive Neural Network Control ◽

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Decentralized state feedback and near optimal adaptive neural network control of interconnected nonlinear discrete-time systems

49th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2010.5717123 ◽

2010 ◽

Author(s):

S. Mehraeen ◽

S. Jagannathan ◽

M.L. Crow

Keyword(s):

Neural Network ◽

Discrete Time ◽

State Feedback ◽

Network Control ◽

Neural Network Control ◽

Adaptive Neural Network ◽

Discrete Time Systems ◽

Adaptive Neural Network Control ◽

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Stable Adaptive Neural Network Control of Nonaffine Nonlinear Discrete-Time Systems and Application

2007 IEEE 22nd International Symposium on Intelligent Control ◽

10.1109/isic.2007.4450954 ◽

2007 ◽

Author(s):

Lianfei Zhai ◽

Tianyou Chai ◽

Shuzhi Sam Ge

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Adaptive Neural Network ◽

Discrete Time Systems ◽

Adaptive Neural Network Control ◽

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Neural Network Control of Nonlinear Discrete-Time Systems

10.1201/9781420015454 ◽

2018 ◽

Author(s):

Jagannathan Sarangapani

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

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Stable adaptive neural network control of MIMO nonaffine nonlinear discrete-time systems

2008 47th IEEE Conference on Decision and Control ◽

10.1109/cdc.2008.4738830 ◽

2008 ◽

Author(s):

Lianfei Zhai ◽

Tianyou Chai ◽

Chenguang Yang ◽

Shuzhi Sam Ge ◽

Tong Heng Lee

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Adaptive Neural Network ◽

Discrete Time Systems ◽

Adaptive Neural Network Control ◽

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Neural Network Control of Uncertain Nonlinear Discrete-Time Systems with Actuator Nonlinearities

Neural Network Control of Nonlinear Discrete-Time Systems - Automation and Control Engineering ◽

10.1201/9781420015454.ch4 ◽

2006 ◽

pp. 265-341 ◽

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

Actuator Nonlinearities ◽

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Neural Network Control of Uncertain Nonlinear Discrete-Time Systems with Actuator Nonlinearities

Neural Network Control of Nonlinear Discrete-Time Systems ◽

10.1201/9781420015454-6 ◽

2018 ◽

pp. 285-362

Keyword(s):

Neural Network ◽

Discrete Time ◽

Network Control ◽

Neural Network Control ◽

Discrete Time Systems ◽

Actuator Nonlinearities ◽

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