Adaptive Tracking Control for Active Seat Suspension System with Time-Varying Full State Constraints

被引:0
|
作者
Chen, Aiqing [1 ]
Liu, Yan-Jun [1 ]
Liu, Lei [1 ]
Gao, Ying [2 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou, Peoples R China
[2] Tangshan Normal Univ, Dept Math & Informat Sci, Tangshan, Peoples R China
基金
中国国家自然科学基金;
关键词
active seat suspension; full state constraints; RBF; Tangent Barrier Lyapunov Function; WHOLE-BODY VIBRATION; EXPOSURES;
D O I
10.1109/cvci47823.2019.8951618
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study investigates a kind of active seat suspension systems with time-varying full state constraints (TFSCs), whose aim is to improve the riding comfort. In order to handle the unknown functions, the radial basis function neural networks (RBFNNs) are adopted. Combining the Tangent Barrier Lyapunov Function (BLF-Tan) with backstepping technique, a novel adaptive controller is designed for active seat suspension systems. It is proven that all signals in the resulted system are semiglobally uniformly ultimately bounded (SGUUB) with TFSCs. Further, the simulation results demonstrate the effectiveness of presented control method.
引用
收藏
页码:126 / 131
页数:6
相关论文
共 50 条
  • [21] Adaptive neural dynamic surface control of a stratospheric airship with time-varying full state constraints and disturbances
    Wei, Yan
    Zhou, Ping-fang
    Wang, Yue-ying
    Duan, Deng-ping
    Zhou, Wei-xiang
    [J]. PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2489 - 2495
  • [22] Adaptive multi-dimensional Taylor network tracking control for nonlinear systems with input saturation and full state time-varying constraints
    Han, Yu-Qun
    Liu, Si-Min
    Du, Yang
    Yang, Shu-Guo
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2022, 36 (09) : 2152 - 2166
  • [23] Approximation-Based Adaptive Neural Tracking Control of Nonlinear MIMO Unknown Time-Varying Delay Systems With Full State Constraints
    Li, Da-Peng
    Li, Dong-Juan
    Liu, Yan-Jun
    Tong, Shaocheng
    Chen, C. L. Philip
    [J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47 (10) : 3100 - 3109
  • [24] Adaptive Fuzzy Tracking Control for a Class of Strict-Feedback Nonlinear Systems With Time-Varying Input Delay and Full State Constraints
    Wang, Tong
    Wu, Ju
    Wang, Yujia
    Ma, Min
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (12) : 3432 - 3441
  • [25] Nonlinear Ride Height Control of Active Air Suspension System with Output Constraints and Time-Varying Disturbances
    Zhao, Rongchen
    Xie, Wei
    Zhao, Jin
    Wong, Pak Kin
    Silvestre, Carlos
    [J]. SENSORS, 2021, 21 (04)
  • [26] Neuro-adaptive optimized control for full active suspension systems with full state constraints
    Zhang, Jiaxin
    Li, Kewen
    Li, Yongming
    [J]. NEUROCOMPUTING, 2021, 458 : 478 - 489
  • [27] Adaptive NN -based finite -time tracking control robots with time -varying full state constraints for wheeled mobile
    Li, Shu
    Wang, Qingfan
    Ding, Liang
    An, Xin
    Gao, Haibo
    Hou, Yingxue
    Deng, Zongquan
    [J]. NEUROCOMPUTING, 2020, 403 : 421 - 430
  • [28] Adaptive prescribed performance tracking control of high-order uncertain nonlinear systems under full-state time-varying constraints
    Chang, Ru
    Bai, Zhi-Zhong
    Jiao, Ting
    Sun, Chang-Yin
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2024, 34 (08) : 5505 - 5523
  • [29] Adaptive fault-tolerant control for the ascent phase of hypersonic vehicle with time-varying full state constraints
    Chao, Daikun
    Qi, Ruiyun
    Jiang, Bin
    [J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2022, 131
  • [30] Fuzzy adaptive event-triggered control for a class of nonlinear systems with time-varying full state constraints
    Jin, Xin
    Li, Yuan-Xin
    [J]. INFORMATION SCIENCES, 2021, 563 : 111 - 129