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一类MIMO非线性系统的局部化自适应控制

Localized adaptive control for a class of MIMO nonlinear systems
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摘要 针对一类不确定多输入多输出非线性系统,提出了一种局部化鲁棒自适应控制方法.提出的方法采用了指令滤波反推进行虚拟控制律的迭代设计.使用局部化逼近器对未知函数进行在线逼近.引入谱半径,避免了控制系数矩阵的估计必须非奇异的假设.对于固有逼近误差和外部扰动,采用自适应边界控制进行补偿.在自适应律中引入局部化σ修改,保证了边界参数估计的有界性,同时克服了全局遗忘特性.稳定性分析证明了提出的控制方法能够保证闭环系统的所有信号有界.仿真实例进一步验证了提出方法的有效性. Localized robust adaptive control was proposed for a class of uncertain multiple-input-multiple- output nonlinear systems. The proposed method used command filtering backstepping method to design virtual control law. Localized approximators were used to approximate unknown functions online. Spectral radius in- troduction avoided the assumption that the control coefficient matrix estimation must be nonsingular. The in- herent approximation errors and external disturbances were compensated by adaptive bounding control. Local- ized o--modification guaranteed boundedness of bounding parameter estimation and overcame the global forget- ting. It was proved that the proposed control method can guarantee boundedness of all signals in the closed- loop system. Simulation examples demonstrated the effectiveness of the proposed method.
出处 《北京航空航天大学学报》 EI CAS CSCD 北大核心 2012年第10期1290-1294,共5页 Journal of Beijing University of Aeronautics and Astronautics
基金 国家自然科学基金资助项目(60543006)
关键词 多输入多输出 自适应边界 局部学习 反推 multiple-input-multiple-output adaptive bounds localized learning backstepping
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参考文献8

  • 1Jiang J P,Praly L. Design of robust adaptive controllers for non-linear systems with dynamic uncertainties [ J ]. Automatica, 1998, 34(7) :825 - 840.
  • 2Polycarpou M, Mears M. Stable adaptive tracking of uncertain systems using nonlinearly parameterized on-line approximators [ J ]. International Journal of Control, 1998,70 ( 3 ) :363 - 384.
  • 3Zhao Y, Farrell J A,Polycarpou M. Localized adaptive bounds for online approximation based control [ C ]//Proceedings of the 2004 America control conference. Boston : IEEE ,2004:590 - 595.
  • 4Zhao Y, Farrell J A. Localized adaptive bounds for on-line ap- proximation based control [ C ]//Proceedings of the 44th IEEE conference on decision and control. Seville: IEEE, 2005 : 789 - 795.
  • 5Farrell J, Polycarpou M, Sharma M, et al. Command filtered back- stepping[ J ]. IEEE Transactions on Automatic Control, 2009,54 (6) :1391 - 1395.
  • 6Zhao Y, Farrell J A. Localized adaptive bounds for approxima- tion-based backstepping [ J ]. Automatica, 2008,44 ( 10 ) : 2607 - 2613.
  • 7Krstic M, Kanellakopoulos I, Kokotovic P. Nonlinear and adaptive control design [ M ]. New York:John Wiley & Sons, 1995.
  • 8Chen M, Ge S S, How B V E. Robust adaptive neural network control for a class of uncertain MIMO nonlinear systems with in- put nonlinearities [ J ]. IEEE Transactions on Neural Networks, 2010,21 (5) :796 -812.

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