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Adaptive fuzzy backstepping dynamic surface control for nonlinear Input-delay systems

机译:非线性输入时滞系统的自适应模糊逆推动态曲面控制

摘要

This paper investigates the problem of fuzzy adaptive backstepping control for a category of nonlinear strict-feedback systems. Input delay is considered in the design process. Fuzzy logic systems are used to identify the unknown nonlinear functions existing in the systems. To handle the input delay, an integral item is introduced. For the general problem of "explosion of complexity" in adaptive backstepping control approach, dynamic surface control technique is introduced to avoid it. Based on the adaptive backstepping control approach, a fuzzy adaptive controller with adaptive parameters is constructed to guarantee all signals of the closed-loop system are bounded and system states can be regulated to the origin. Finally, simulation results are provided to illustrate the effectiveness of the proposed methodology.
机译:本文研究了一类非线性严格反馈系统的模糊自适应反步控制问题。在设计过程中考虑输入延迟。模糊逻辑系统用于识别系统中存在的未知非线性函数。为了处理输入延迟,引入了一个不可或缺的项目。针对自适应反步控制方法中普遍存在的“复杂性爆炸”问题,引入动态曲面控制技术来避免这种情况。基于自适应反步控制方法,构造了带有自适应参数的模糊自适应控制器,以确保闭环系统的所有信号都受到限制,并且可以将系统状态调节到原点。最后,提供了仿真结果以说明所提出方法的有效性。

著录项

  • 作者

    Zhou Q; Wu C; Jing X; Wang L;

  • 作者单位
  • 年度 2016
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 入库时间 2022-08-20 20:56:14

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