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一种基于MT-滤波器的连续自适应反推控制的数字实现方法

An Approach to Digital Implementation of Continuous Adaptive Backstepping Control Based on MT-Filter
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摘要 研究了基于MT-滤波器的连续自适应反推控制的数字实现问题.首先用δ-算子将连续系统离散化,利用MT-滤波器和反推设计方法给出了自适应反推控制器的设计,然后分别分析了离散和混杂自适应控制系统的稳定性和跟踪性能.同已有文献相比,本文的主要工作在于:1)基于MT-滤波器的离散自适应反推控制器的设计;2)误差系统状态向量的构造.由于MT-滤波器的阶次比K-滤波器的阶次低,因此,误差系统的构造更加复杂,这也使得适应系统的稳定性分析更加困难. The problem of digital implementation of continuous adaptive backstepping control based on MT-filter is studied. Continuous systems are first discretized with the δ-operator, and a design of adaptive backstepping controller is given using MT-filter and backstepping design method. Stability and tracking performance are then analyzed for discrete and hybrid adaptive control systems respectively. Compared with the existing references, the main work of this paper lies in: 1) the design of discrete adaptive back-stepping controller based on MT-filter, 2) the construction of state vector of the error system. Due to the deduction of the MT-filter order compared with the K-filter, the construction of the error system is more complicated, which also makes the analysis of stability of adaptive system more difficult.
出处 《自动化学报》 EI CSCD 北大核心 2004年第2期277-282,共6页 Acta Automatica Sinica
基金 国家自然科学基金(60304003) 山东省自然科学基金(Q2002G02) 山东省博士基金(03BS092)资助
关键词 连续自适应反推控制 MT-滤波器 稳定性 数字控制 自适应控制器 MT-filter, adaptive backstepping control, δ-operator.
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参考文献6

  • 1Krstie M, Kanellakopoulos I, Kokotovie P. Nonlinear and Adaptive Control Design. New York: Wiley, 1995.
  • 2Fradkov A L, Miroshnik I V, Nikiforov V O. Nonlinear and Adaptive Control of Complex Systems. Dordrecht: Kluwer Academic Publishers, 1999.
  • 3Rabeh A, Ikhouane F, Girl F. An approach to digital implementation of continuous backstepping adaptive control for linear systems. International Journal of Adaptive Control and Signal Processing, 1999,13(4):327-346.
  • 4Krstic M, Kanellakopoulos I, Kokotovic P. Nonlinear and Adaptive Control Design. New York: Wiley, 1995
  • 5Fradkov A L, Miroshnik I V, Nikiforov V O. Nonlinear and Adaptive Control of Complex Systems. Dordrecht: Kluwer Academic Publishers, 1999
  • 6Rabeh A, Ikhouane F, Giri F. An approach to digital implementation of continuous backstepping adaptive control for linear systems. International Journal of Adaptive Control and Signal Processing, 1999,13(4) : 327 ~346

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