Tunnel Prescribed Control of Nonlinear Systems With Unknown Control Directions

被引:9
|
作者
Ji, Ruihang [1 ]
Li, Dongyu [2 ]
Ge, Shuzhi Sam [1 ]
Li, Haizhou [1 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117576, Singapore
[2] Beihang Univ, Sch Cyber Sci & Technol, Beijing 100191, Peoples R China
关键词
Nonlinear systems; prescribed performance control (PPC); unknown control directions; ADAPTIVE NEURAL-CONTROL; OUTPUT-FEEDBACK; PERFORMANCE CONTROL; CONTROL DESIGN; DELAY SYSTEMS; TRACKING; KNOWLEDGE; PLANTS;
D O I
10.1109/TNNLS.2023.3322161
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article solves the entry capture problem (ECP) such that for any initial tracking error, it can be regulated into the prescribed performance constraints within a user-given time. The challenge lies in how to remove the initial condition limitation and to handle the ECP for nonlinear systems under unknown control directions and asymmetric performance constraints. For better tracking performance, we propose a unified tunnel prescribed performance (TPP) providing strict and tight allowable set. With the aid of a scaling function, error self-tuning functions (ESFs) are then developed to make the control scheme suitable to any initial condition (including the initial constraint violation), where the initial values of ESFs always satisfy performance constraints. In lieu of the Nussbaum technique, an orientation function is introduced to deal with unknown control directions while such way is capable of reducing the control peaking problem. Using ESFs, together with TPP and an orientation function, the resulted tunnel prescribed control (TPC) leads to a solution for the underlying ECP, which also exhibits a low complexity level since no command filters or dynamic surface control is required. Finally, simulation results are provided to further demonstrate these theoretical findings.
引用
收藏
页码:1383 / 1395
页数:13
相关论文
共 50 条
  • [31] Cooperative control of high-order nonlinear systems with unknown control directions
    Peng, Junmin
    Li, Chaoyong
    Ye, Xudong
    SYSTEMS & CONTROL LETTERS, 2018, 113 : 101 - 108
  • [32] Fault compensation control of MIMO nonlinear systems subject to unknown control directions
    Yi-Fan Dun
    Li-Bing Wu
    Yu-Han Hu
    Jun-Mei Fan
    Zhi-Guo Zhang
    Nonlinear Dynamics, 2022, 107 : 1063 - 1079
  • [33] Adaptive Dynamic Surface Control for Uncertain Nonlinear Systems With Unknown Control Directions
    Xu, Ruohan
    Wang, Qingling
    Sun, Changyin
    2020 35TH YOUTH ACADEMIC ANNUAL CONFERENCE OF CHINESE ASSOCIATION OF AUTOMATION (YAC), 2020, : 44 - 49
  • [34] Multiple model adaptive control for a class of nonlinear systems with unknown control directions
    Huang, Miao
    Wang, Xin
    Lu, Zheming
    Ma, Longhua
    Su, Hongye
    Wang, Lang
    INTERNATIONAL JOURNAL OF CONTROL, 2019, 92 (09) : 2064 - 2076
  • [35] Nonlinear control for uncertain nonlinear systems with unknown control directions using less or no parameter estimates
    Zhang, Zhengqiang
    Shen, Hao
    Zhou, Shigui
    Ma, Jianping
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2015, 29 (06) : 741 - 764
  • [36] Adaptive controller of nonlinear systems with unknown control directions and unknown input powers
    Guo, Tiantian
    Liu, Yungang
    Man, Yongchao
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (17) : 7670 - 7689
  • [37] Robust Prescribed Performance Control of Nonlinear Systems With Unknown Odd Powers
    Zhang, Jin-Xi
    Chai, Tianyou
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (11) : 6485 - 6494
  • [38] Adaptive prescribed performance control of nonlinear systems with unknown dead zone
    Na, Jing
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2013, 27 (05) : 426 - 446
  • [39] Global output feedback control for nonlinear cascade systems with unknown output functions and unknown control directions
    Wang, Ping
    Yu, Chengpu
    Sun, Jian
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 30 (06) : 2493 - 2514
  • [40] Prescribed Performance Control of Multiple Parametric Strict-Feedback Systems in the Presence of Unknown Control Directions
    Peng, Junmin
    Wang, Kaining
    Li, Chaoyong
    Xiao, Shenping
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 54 (01): : 265 - 274