Adaptive fuzzy tracking control for a class of switched MIMO nonlinear systems  

Adaptive fuzzy tracking control for a class of switched MIMO nonlinear systems

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作  者:王宇飞 姜长生 吴庆宪 张强 

机构地区:[1]College of Automation engineering,Nanjing University of Aeronautics and Astronautics

出  处:《Journal of Harbin Institute of Technology(New Series)》2012年第1期44-49,共6页哈尔滨工业大学学报(英文版)

基  金:Sponsored by the National Natural Science Foundation of China (Grant No.60974106,91116017 );the Aeronautical Science Fund (Grant No.20095152028);the Funding for Outstanding Doctoral Dissertation in NUAA (Grant No.BCXJ10-04)

摘  要:An adaptive fuzzy tracking control scheme is presented for a class of switched multi-input-multi-output (MIMO) nonlinear systems with disturbances under arbitrary switching. Adaptive fuzzy systems are employed to approximate the unknown functions on line,and a systematic framework for adaptive fuzzy tracking controller design is given,where the dynamic surface control (DSC) approach is used to solve the problem of "explosion of complexity"in the backstepping design procedure. According to the common Lyapunov function theory,it is proved that the proposed controller can guarantee the boundedness of all signals in the closed loop system. Finally,the simulation results demonstrate the validity of the control approach.An adaptive fuzzy tracking control scheme is presented for a class of switched multi-input-multi-output (MIMO) nonlinear systems with disturbances under arbitrary switching. Adaptive fuzzy systems are employed to approximate the unknown functions on line, and a systematic framework for adaptive fuzzy tracking controller design is given, where the dynamic surface control (DSC) approach is used to solve the problem of "explosion of complexity" in the backstepping design procedure. According to the common Lyapunov function theory, it is proved that the proposed controller can guarantee the boundedness of all signals in the closed loop system. Finally, the simulation results demonstrate the validity of the control approach.

关 键 词:adaptive control systems fuzzy control switched systems baekstepping common Lyapunov function 

分 类 号:TP273[自动化与计算机技术—检测技术与自动化装置]

 

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