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非线性模糊直接鲁棒自适应控制的后推设计

Study on robust backstepping control of nonlinear systems based on novel fuzzy direct approach

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【作者】 李亚辉庄显义云爱霞强盛

【Author】 LI Yahui1, ZHUANG Xianyi1, YUN Aixia2, QIANG Sheng1 (1Department of Control Science and Engineering, Harbin Institute of Technology, Harbin 150001, China; 2Zhishen Technology Power Co of China Ltd,Beijing 100058,China)

【机构】 哈尔滨工业大学控制科学与工程系国电智深技术有限公司哈尔滨工业大学控制科学与工程系 黑龙江哈尔滨150001黑龙江哈尔滨150001北京100058黑龙江哈尔滨150001

【摘要】 采用模糊直接控制方法,针对一类非线性多入多出系统,提出了一种带有连续鲁棒项的鲁棒自适应控制方法.在此基础给出了高阶多入多出系统的鲁棒自适应的后推设计方法.在鲁棒项合理简化的情况下,给出了系统Lyapunov意义下的稳定性证明,简略分析了各设计参数的物理意义及其对系统性能的影响.理论分析和仿真实验均显示,本方法可以使系统全局渐近稳定,且选取恰当的设计参数可保证系统对输入信号的跟踪达到任意精度;并且由于鲁棒项的引入可使系统的设计更具灵活性.

【Abstract】 Focuses on robust adaptive control of strict-feedback nonlinear systems using fuzzy direct method Puts forward a novel fuzzy direct adaptive scheme, which includes a continuous sigmoid function as robust terms for a kind of first-order multi-input/multi-output (MIMO) systems Makes an extension to high-order nonlinear system using backstepping design The stability is proved using Lyapunov theories based on the suitable simplification of the robust terms The result suggests that all the tracking errors in closed-loop system can converge into an arbitrary small compact set globally and asymptotically if the designing parameters are given suitably Besides, the system design is flexible because of the robust terms introduced Studies a simply simulation to illustrate the effectiveness of the proposed approach

  • 【文献出处】 哈尔滨商业大学学报(自然科学版) ,Journal of Harbin University of Commerce(Sciences Edition) , 编辑部邮箱 ,2003年04期
  • 【分类号】TP273.2
  • 【被引频次】1
  • 【下载频次】79
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