Changed extended state observer based position control for autonomous underwater vehicle

被引:0
|
作者
Song, Wanping [1 ]
Zheng, Chen [2 ]
Chen, Zengqiang [1 ,3 ]
Sun, Mingwei [1 ]
Sun, Qinglin [1 ]
机构
[1] Nankai Univ, Coll Artificial Intelligence, Tianjin 300350, Peoples R China
[2] Beijing Inst Astronaut Syst Engn, Beijing 100076, Peoples R China
[3] Key Lab Intelligent Robot Tianjin, Tianjin 300350, Peoples R China
来源
2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS | 2023年
基金
中国国家自然科学基金;
关键词
Autonomous underwater vehicle (AUV); Position control; Compensation function observer (CFO); Extended state observer (ESO); TRACKING CONTROL; AUV;
D O I
10.1109/DDCLS58216.2023.10166296
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Extended state observer (ESO) has been used to estimate the unknown nonlinear function of the system using input and output data. Recently, a new observer, the compensation function observer (CFO), has a significant improvement over ESO in estimating accuracy. This paper refers to the theory of CFO of fully using the available information and the innovation of the new definition of disturbance, designs a new observer, and verifies the availability of the new observer on the depth control simulation of the autonomous underwater vehicle (AUV). The simulation results demonstrate that the new observer is capable of estimating the unknown nonlinear function more quickly and accurately.
引用
收藏
页码:1086 / 1091
页数:6
相关论文
共 50 条
  • [41] Navigation of Autonomous Underwater Vehicle Using Extended Kalman Filter
    Ranjan, T. N.
    Nherakkol, Arun
    Navelkar, Gajanan
    TRENDS IN INTELLIGENT ROBOTICS, 2010, 103 : 1 - +
  • [42] Neural-network-based Adaptive Observer Design for Autonomous Underwater Vehicle in Shallow Water
    Xia, Guoqing
    Pang, Chengcheng
    Liu, Ju
    2013 NINTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION (ICNC), 2013, : 216 - 221
  • [43] Third-order fast finite-time extended state observer-based fault tolerant control for autonomous underwater vehicles with thruster saturation
    Liu, Xiaofeng
    Liu, Xing
    Zhang, Mingjun
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3350 - 3355
  • [44] Time-Delay Controller Design for Position Control of Autonomous Underwater Vehicle Under Disturbances
    Kim, Jongkyoo
    Joe, Hangil
    Yu, Son-cheol
    Lee, Jin S.
    Kim, Minsung
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (02) : 1052 - 1061
  • [45] Extended State Observer based robust attitude control of spacecraft with input saturation
    Li, Bo
    Hu, Qinglei
    Ma, Guangfu
    AEROSPACE SCIENCE AND TECHNOLOGY, 2016, 50 : 173 - 182
  • [46] Heading multi-mode control based on soft-switching for autonomous underwater vehicle
    Wan, Junhe
    He, Bo
    Shen, Yue
    Liu, WenQian
    Ding, Xin
    Gao, Shuang
    OCEAN ENGINEERING, 2018, 164 : 672 - 682
  • [47] Steady State Analysis and Optimization for Autonomous Underwater Vehicle
    Liu, Peng
    Liu, YongHong
    Cai, BaoPing
    Niu, ZhenWei
    Wei, XiaoXuan
    2019 6TH INTERNATIONAL CONFERENCE ON COASTAL AND OCEAN ENGINEERING, 2019, 326
  • [48] Prioritized experience replay based reinforcement learning for adaptive tracking control of autonomous underwater vehicle
    Li, Ting
    Yang, Dongsheng
    Xie, Xiangpeng
    APPLIED MATHEMATICS AND COMPUTATION, 2023, 443
  • [49] Vision-Based Underwater Inspection With Portable Autonomous Underwater Vehicle: Development, Control, and Evaluation
    Hong, Lin
    Wang, Xin
    Zhang, De-Sheng
    Zhao, Ming
    Xu, Hang
    IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 9 (01): : 2197 - 2209
  • [50] Fuzzy Logic Guidance of a Control-Configured Autonomous Underwater Vehicle
    Peng, Xue-feng
    Zhang, Jin-ju
    Li, Peng
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 3989 - 3993