Adaptive Fuzzy Tracking Control of Autonomous Underwater Vehicles With Output Constraints

被引:81
|
作者
Zhang, Zhongcai [1 ]
Wu, Yuqiang [1 ]
机构
[1] Qufu Normal Univ, Sch Engn, Rizhao 276826, Peoples R China
基金
中国博士后科学基金;
关键词
Uncertainty; Adaptation models; Output feedback; Adaptive systems; Autonomous underwater vehicles; Lyapunov methods; Control design; Autonomous underwater vehicles (AUVs); barrier Lyapunov function (BLF); fuzzy control; output constraints; trajectory tracking; NONLINEAR-SYSTEMS; STATE;
D O I
10.1109/TFUZZ.2020.2967294
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, the trajectory tracking control is considered for an autonomous underwater vehicle (AUV) subjected to model uncertainties and output constraints. The tan-type barrier Lyapunov function (BLF) is adopted to deal with the requirement of output constraints. In order to cope with the existing system uncertainties, the adaptive fuzzy is employed to approximate the unknown system parameters of an AUV. Both state feedback tracking controller and output feedback tracking controller are proposed in this article. The state feedback tracking control scheme is designed by comprehensive application of tan-type BLF and adaptive control design provided that all system states are measurable. The output feedback tracking control scheme is proposed by employing a high-gain observer. Through analysis, it can be shown that the designed control laws are able to achieve the desired output constraints. In addition, all the signals of the resulting closed-loop system are semiglobally uniformly bounded. Finally, simulation is carried out to demonstrate the validity and feasibility of the designed control strategies.
引用
收藏
页码:1311 / 1319
页数:9
相关论文
共 50 条
  • [1] Adaptive Asymptotic Tracking Control for Underactuated Autonomous Underwater Vehicles With State Constraints
    Yang, Xian
    Yan, Jing
    Chen, Chuanzhi
    Hua, Changchun
    Guan, Xinping
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (11) : 18485 - 18500
  • [2] Optimal Output Tracking Control for Autonomous Underwater Vehicles
    Liu Yi-min
    Tang Gong-you
    Sun Hui-ying
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 876 - +
  • [3] Adaptive coordinated tracking control of multiple autonomous underwater vehicles
    Qi, Xue
    OCEAN ENGINEERING, 2014, 91 : 84 - 90
  • [4] Adaptive dynamic surface control for trajectory tracking of autonomous surface vehicles with input and output constraints
    Guo, Qiang
    Zhang, Xianku
    Wang, Xinjian
    JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, 2024, 23 (02): : 113 - 121
  • [5] Distributed Adaptive Fuzzy 3-D Formation Tracking Control of Underactuated Autonomous Underwater Vehicles
    Wan, Peng
    Zeng, Zhigang
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (11) : 6237 - 6251
  • [6] Finite-Time Output Feedback Tracking Control for Autonomous Underwater Vehicles
    Li, Shihua
    Wang, Xiangyu
    Zhang, Lijun
    IEEE JOURNAL OF OCEANIC ENGINEERING, 2015, 40 (03) : 727 - 751
  • [7] Simple adaptive trajectory tracking control of underactuated autonomous underwater vehicles under LOS range and angle constraints
    Li, Jian
    Du, Jialu
    Zhu, Guibing
    Lewis, Frank L.
    IET CONTROL THEORY AND APPLICATIONS, 2020, 14 (02): : 283 - 290
  • [8] Design and experiments of an adaptive disturbance observer for tracking control of autonomous underwater vehicles
    Guerrero, Jesus
    Chemori, Ahmed
    Creuze, Vincent
    Torres, Jorge
    OCEAN ENGINEERING, 2025, 322
  • [9] Sliding Optimal Tracking Control of Autonomous Underwater Vehicles With Adaptive Dynamic Programming
    Miao, Baixue
    Lv, Yongfeng
    Chang, Huimin
    Ren, Xuemei
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2025, 61 (02) : 3361 - 3372
  • [10] Adaptive fuzzy depth control with trajectory feedforward compensator for autonomous underwater vehicles
    Chen, Yuan
    Wang, Kangling
    Chen, Wei
    ADVANCES IN MECHANICAL ENGINEERING, 2019, 11 (03)