Design of a Nonlinear Adaptive Observer for a Class of Lipschitz Systems

被引:0
|
作者
Yang Yingjuan [1 ]
Xuan Pengzhang [2 ]
机构
[1] Anhui Polytech Univ, Sch Math & Phys, Wuhu 241000, Anhui, Peoples R China
[2] Wuhu Stat Bur, Dept Agr, Wuhu 241000, Anhui, Peoples R China
关键词
Nonlinear systems; Nonlinear adaptive observer; Lipschitz systems; ROBUST; FRAGILE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers the nonlinear adaptive observer design problem of a class of Lipschitz systems. The parameter and state estimation in the presence of the observer gain perturbations for Lipschitz systems that are linear in the unknown parameters and nonlinear in state are addressed. Using Lyapunov functions and functionals, conditions have been found that guarantee the asymptotic stability of the estimation error. The gain for the observer can be conveniently derived by means of Linear Matrix Inequality.
引用
收藏
页码:2240 / 2243
页数:4
相关论文
共 50 条
  • [31] The observer design for lipschitz Nonlinear systems based on LMI
    Zhu, Fanglai
    ICIEA 2006: 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, PROCEEDINGS, 2006, : 191 - 196
  • [32] State Observer Design and Application for Lipschitz Nonlinear Systems
    Liu, Jun
    Lu, Jianbo
    Dou, Xiuhua
    Wang, Yang
    PACIIA: 2008 PACIFIC-ASIA WORKSHOP ON COMPUTATIONAL INTELLIGENCE AND INDUSTRIAL APPLICATION, VOLS 1-3, PROCEEDINGS, 2008, : 204 - 208
  • [33] Neural Observer and Adaptive Neural Control Design for a Class of Nonlinear Systems
    Chen, Bing
    Zhang, Huaguang
    Liu, Xiaoping
    Lin, Chong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 29 (09) : 4261 - 4271
  • [34] Adaptive Observer of One-sided Lipschitz Nonlinear Systems
    Liu, Hao
    Ma, Jiachen
    Yang, Mingli
    Sun, Yude
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS II, PTS 1-3, 2013, 336-338 : 417 - +
  • [35] A neural network adaptive interval observer design for a class of nonlinear systems
    Yi Z.-R.
    Xie W.
    Liu L.-W.
    Xu B.-G.
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2023, 40 (10): : 1730 - 1736
  • [36] Reset Adaptive Observer for a Class of Nonlinear Systems
    Paesa, D.
    Franco, C.
    Llorente, S.
    Lopez-Nicolas, G.
    Sagues, C.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (02) : 506 - 511
  • [37] Robust adaptive observer for a class of nonlinear systems
    Wu, Xueli
    Li, Wei
    Zhang, Jianhua
    Tan, Zizhong
    2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 1845 - 1849
  • [38] Global adaptive observer for a class of nonlinear systems
    Zhang, QH
    Xu, AP
    PROCEEDINGS OF THE 40TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-5, 2001, : 3360 - 3365
  • [39] Nonlinear Unknown Input Observer Design by LMI for Lipschitz Nonlinear Systems
    Shen, Zhong-yu
    Zhao, Jin
    Xu, Jie
    Gu, Xing-sheng
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 3450 - 3454
  • [40] Nonlinear H∞ observer and estimator transfer for a class of Lipschitz uncertain nonlinear systems
    Liao, Fei
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 703 - 709