Fixed-time quadrotor trajectory tracking neural network backstepping control

被引:0
|
作者
Wang, Mingyu [1 ,2 ]
Yuan, Xu [1 ,2 ]
Chen, Bing [1 ,2 ]
Lin, Chong [1 ,2 ]
Shang, Yun [1 ,2 ]
机构
[1] Qingdao Univ, Inst Complex Sci, 308 Ningxia Rd, Qingdao, Peoples R China
[2] Qingdao Univ, Shandong Key Lab Ind Control Technol, 308 Ningxia Rd, Qingdao, Peoples R China
基金
中国国家自然科学基金;
关键词
fixed-time adaptive control; backstepping; Trajectory tracking; Quadrotor; NONLINEAR-SYSTEMS;
D O I
10.1109/CCDC52312.2021.9602534
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 aims at the trajectory tracking of a quadrotor. A novel fixed-time backstepping control design scheme is proposed for the quadrotor based on adaptive neural control approach. The suggested adaptive continuous controller ensures that the quadrotor well tracks the desired trajectory in fixed time in spite of appearance of model uncertainties. Finally, simulation results are given to verify the effectiveness of the proposed control strategy.
引用
收藏
页码:6408 / 6413
页数:6
相关论文
共 50 条
  • [1] Fixed-time robust trajectory tracking control for quadrotor UAV with disturbances
    Shao, Shikai
    Wang, Shu
    Zhao, Yuanjie
    Huang, Gongfa
    [J]. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2023, 45 (07) : 1213 - 1228
  • [2] Quadrotor trajectory tracking by using fixed-time differentiator
    Du, Bai-Hui
    Polyakov, Andrey
    Zheng, Gang
    Quan, Quan
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2019, 92 (12) : 2854 - 2868
  • [3] Fixed-time neural network trajectory tracking control for underactuated surface vessels
    Zhou, Bin
    Huang, Bing
    Su, Yumin
    Zheng, YuXin
    Zheng, Shuai
    [J]. OCEAN ENGINEERING, 2021, 236
  • [4] Fixed-time Terminal Sliding Mode Trajectory Tracking Control of Quadrotor Helicopter
    Hou Yun
    Zuo Zongyu
    Shi Zhiguang
    [J]. 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, : 4361 - 4366
  • [5] Fixed-TimeBackstepping Control of Quadrotor Trajectory Tracking Based On Neural Network
    Wang, Mingyu
    Chen, Bing
    Lin, Chong
    [J]. IEEE ACCESS, 2020, 8 (08): : 177092 - 177099
  • [6] Adaptive Neural Network-Based Fixed-Time Control for Trajectory Tracking of Robotic Systems
    Liu, Zhuang
    Zhang, Ouyang
    Gao, Yabin
    Zhao, Yue
    Sun, Yizhuo
    Liu, Jianxing
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2023, 70 (01) : 241 - 245
  • [7] Adaptive neural network fixed-time sliding mode control for trajectory tracking of underwater vehicle
    Zhu, Zhongben
    Duan, Zhengqi
    Qin, Hongde
    Xue, Yifan
    [J]. OCEAN ENGINEERING, 2023, 287
  • [8] Fixed-Time Adaptive Neural Network-Based Trajectory Tracking Control for Workspace Manipulators
    Chen, Xiaofei
    Zhao, Han
    Zhen, Shengchao
    Liu, Xiaoxiao
    Zhang, Jinsi
    [J]. ACTUATORS, 2024, 13 (07)
  • [9] Neural Network-Based Nonlinear Fixed-Time Adaptive Practical Tracking Control for Quadrotor Unmanned Aerial Vehicles
    Zhang, Jianhua
    Li, Yang
    Fei, Wenbo
    [J]. COMPLEXITY, 2020, 2020
  • [10] Backstepping Trajectory Tracking Control of a Quadrotor with Disturbance Rejection
    Rashad, Ramy
    Aboudonia, Ahmed
    El-Badawy, Ayman
    [J]. 2015 XXV INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATION AND AUTOMATION TECHNOLOGIES (ICAT), 2015,