Event-triggered adaptive fuzzy tracking control of nonlinear MIMO systems

ABSTRACT This paper addresses the problem of an adaptive fuzzy event-triggered control (ETC) for uncertain multi-input and multi-output nonlinear systems. To reduce the communication burden of the network control systems, a novel state-dependent event-triggering condition is designed to decide when to update the controllers. By combining the backstepping and event-trigged techniques, the adaptive fuzzy ETC strategies are developed and the resulting closed-loop system is semi-global bounded. Finally, the analytical results are substantiated using simulation studies.

[1]  Dong Yue,et al.  To Transmit or Not to Transmit: A Discrete Event-Triggered Communication Scheme for Networked Takagi–Sugeno Fuzzy Systems , 2013, IEEE Transactions on Fuzzy Systems.

[2]  Shuzhi Sam Ge,et al.  Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems With Input Nonlinearities , 2010, IEEE Transactions on Neural Networks.

[3]  Eloy García,et al.  Model-Based Event-Triggered Control for Systems With Quantization and Time-Varying Network Delays , 2013, IEEE Transactions on Automatic Control.

[4]  Deng-Feng Li,et al.  Mathematical-Programming Approach to Matrix Games With Payoffs Represented by Atanassov's Interval-Valued Intuitionistic Fuzzy Sets , 2010, IEEE Transactions on Fuzzy Systems.

[5]  Yugang Niu,et al.  Design of Sliding Mode Control Subject to Packet Losses , 2010, IEEE Transactions on Automatic Control.

[6]  Shaocheng Tong,et al.  Neural Controller Design-Based Adaptive Control for Nonlinear MIMO Systems With Unknown Hysteresis Inputs , 2016, IEEE Transactions on Cybernetics.

[7]  Li-Xin Wang.  Stable adaptive fuzzy control of nonlinear systems , 1993, IEEE Trans. Fuzzy Syst..

[8]  Mohamed Hamdy,et al.  Design of Adaptive Fuzzy Control for a Class of Networked Nonlinear Systems , 2017 .

[9]  Yongming Li,et al.  Observer-Based Adaptive Fuzzy Backstepping Dynamic Surface Control for a Class of MIMO Nonlinear Systems , 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[10]  Shaocheng Tong,et al.  A Novel Robust Adaptive-Fuzzy-Tracking Control for a Class of NonlinearMulti-Input/Multi-Output Systems , 2010, IEEE Transactions on Fuzzy Systems.

[11]  Shuzhi Sam Ge,et al.  Adaptive Neural Network Tracking Control of MIMO Nonlinear Systems With Unknown Dead Zones and Control Directions , 2009, IEEE Transactions on Neural Networks.

[12]  Paulo Tabuada,et al.  Event-Triggered Real-Time Scheduling of Stabilizing Control Tasks , 2007, IEEE Transactions on Automatic Control.

[13]  Shuzhi Sam Ge,et al.  Adaptive neural control of uncertain MIMO nonlinear systems , 2004, IEEE Transactions on Neural Networks.

[14]  Guang-Hong Yang,et al.  Event-Triggered Fault Detection Filter Design for Nonlinear Networked Systems , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[15]  Jang Myung Lee,et al.  Partial Tracking Error Constrained Fuzzy Dynamic Surface Control for a Strict Feedback Nonlinear Dynamic System , 2014, IEEE Transactions on Fuzzy Systems.

[16]  Mohamed Hamdy,et al.  Adaptive Fuzzy Predictive Controller for a Class of Networked Nonlinear Systems With Time-Varying Delay , 2018, IEEE Transactions on Fuzzy Systems.

[17]  P. Kokotovic,et al.  Adaptive nonlinear design with controller-identifier separation and swapping , 1995, IEEE Trans. Autom. Control..

[18]  Dong Yue,et al.  A Delay System Method for Designing Event-Triggered Controllers of Networked Control Systems , 2013, IEEE Transactions on Automatic Control.

[19]  Yugang Niu,et al.  Control strategy with adaptive quantizer's parameters under digital communication channels , 2014, Autom..

[20]  Sarangapani Jagannathan,et al.  Event-sampled direct adaptive NN state-feedback control of uncertain strict-feedback system , 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

[21]  Guang-Hong Yang,et al.  Model-Based Adaptive Event-Triggered Control of Strict-Feedback Nonlinear Systems , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[22]  Bing Chen,et al.  Observer and Adaptive Fuzzy Control Design for Nonlinear Strict-Feedback Systems With Unknown Virtual Control Coefficients , 2018, IEEE Transactions on Fuzzy Systems.

[23]  Mohamed Hamdy,et al.  Adaptive fuzzy controller for a class of nonlinear systems with unknown backlash-like hysteresis , 2017, Int. J. Syst. Sci..

[24]  Peter Kuster,et al.  Nonlinear And Adaptive Control Design , 2016 .

[25]  Huaguang Zhang,et al.  Neural Observer and Adaptive Neural Control Design for a Class of Nonlinear Systems , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[26]  Ramazan Coban.  Backstepping integral sliding mode control of an electromechanical system , 2017 .

[27]  Guang-Hong Yang,et al.  Event‐triggered adaptive backstepping control for parametric strict‐feedback nonlinear systems , 2018 .

[28]  Ramazan Coban.  Dynamical adaptive integral backstepping variable structure controller design for uncertain systems and experimental application , 2017 .

[29]  Zhenjiang Zhao,et al.  Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold Neurons , 2018, IEEE Transactions on Neural Networks and Learning Systems.

[30]  W. P. M. H. Heemels,et al.  Model-based periodic event-triggered control for linear systems , 2013, Autom..

[31]  Ligang Wu,et al.  Event-Triggered Control for Nonlinear Systems Under Unreliable Communication Links , 2017, IEEE Transactions on Fuzzy Systems.

[32]  Avimanyu Sahoo,et al.  Neural network-based adaptive event-triggered control of nonlinear continuous-time systems , 2013, 2013 IEEE International Symposium on Intelligent Control (ISIC).

[33]  Fei Hao,et al.  Stability of model-based event-triggered control systems: a separation property , 2017, Int. J. Syst. Sci..

[34]  Guang-Hong Yang,et al.  Observer-Based Fuzzy Adaptive Event-Triggered Control Codesign for a Class of Uncertain Nonlinear Systems , 2018, IEEE Transactions on Fuzzy Systems.

[35]  Shaocheng Tong,et al.  Adaptive Fuzzy Output Tracking Control of MIMO Nonlinear Uncertain Systems , 2007, IEEE Transactions on Fuzzy Systems.

[36]  Avimanyu Sahoo,et al.  Event-based neural network approximation and control of uncertain nonlinear continuous-time systems , 2015, 2015 American Control Conference (ACC).

[37]  Shaocheng Tong,et al.  Fuzzy Adaptive Output Feedback Control of MIMO Nonlinear Systems With Partial Tracking Errors Constrained , 2015, IEEE Transactions on Fuzzy Systems.

[38]  Mohamed Hamdy,et al.  Time-Varying Delay Compensation for a Class of Nonlinear Control Systems Over Network via $H_{\infty }$ Adaptive Fuzzy Controller , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[39]  Shaocheng Tong,et al.  Adaptive Fuzzy Output Feedback Control of MIMO Nonlinear Systems With Unknown Dead-Zone Inputs , 2013, IEEE Transactions on Fuzzy Systems.

[40]  Hongye Su,et al.  Event-Triggered Adaptive Control for a Class of Uncertain Nonlinear Systems , 2017, IEEE Transactions on Automatic Control.