Command filter-based adaptive fuzzy integral backstepping control for quadrotor UAV with input saturation

被引:33
|
作者
Liu, Wenqian [1 ,2 ]
Cheng, Xianghong [1 ,2 ]
Zhang, Jingjing [1 ,2 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, Nanjing 210096, Peoples R China
[2] Southeast Univ, Key Lab Microinertial Instrument & Adv Nav Techno, Minist Educ, Nanjing 210096, Peoples R China
来源
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS | 2023年 / 360卷 / 01期
基金
中国国家自然科学基金;
关键词
UNMANNED AERIAL VEHICLE; OUTPUT-FEEDBACK CONTROL; SLIDING MODE CONTROL; TRAJECTORY TRACKING; NONLINEAR-SYSTEMS; OBSERVER; ATTITUDE; DESIGN;
D O I
10.1016/j.jfranklin.2022.10.042
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 presents an adaptive fuzzy integral backstepping control strategy combined with command filter to solve trajectory tracking problem of quadrotor unmanned aerial vehicle (UAV). By using Fuzzy logic system to approximate uncertain disturbance. The tracking error integral term is introduced to reduce the steady-state tracking error. The backstepping approach is combined with the command filter to solve the "computational explosion" problem, and the error compensation mechanism is introduced to reduce the influence of filtering error. The hyperbolic tangent function is used to solve the problem of input saturation. By choosing the appropriate Lyapunov function to calculate the adaptive law for tuning the adjustable parameters of the fuzzy logic system. Morever, the stability of the controller is analyzed by using Lyapunov stability theory. Numerical simulation results are provided to illustrate the effectiveness and superiority of the proposed control method. (c) 2022 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:484 / 507
页数:24
相关论文
共 50 条
  • [1] Command filter-based adaptive fuzzy backstepping control for a class of switched nonlinear systems
    Hou, Yingxue
    Tong, Shaocheng
    FUZZY SETS AND SYSTEMS, 2017, 314 : 46 - 60
  • [2] Command filter-based adaptive fuzzy backstepping control for a class of switched non-linear systems with input quantisation
    Huang, Leitao
    Li, Yongming
    Tong, Shaocheng
    IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (12): : 1948 - 1958
  • [3] Fuzzy Adaptive Backstepping Trajectory Tracking Control of Quadrotor Suspension System with Input Saturation
    Chen, Xinyu
    Fan, Yunsheng
    Wang, Guofeng
    Mu, Dongdong
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (04) : 1120 - 1132
  • [4] Backstepping-based attitude control for a quadrotor UAV with input saturation and attitude constraints
    Wei, Qing-Tong
    Chen, Mou
    Wu, Qing-Xian
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2015, 32 (10): : 1361 - 1369
  • [5] Adaptive backstepping control for electro-hydraulic servo system with input saturation based on command filter
    Fang, Yi-Ming
    Shi, Sheng-Li
    Li, Jian-Xiong
    Li, Ye-Hong
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2013, 17 (09): : 105 - 110
  • [6] Command filter-based adaptive control of flexible-joint manipulator with input saturation and output constraints
    Shi, Miao
    Yu, Jianjiang
    Zhang, Tianping
    ASIAN JOURNAL OF CONTROL, 2024, 26 (01) : 42 - 55
  • [7] Fuzzy Integral Backstepping Control Approach in Attitude Stabilization of a Quadrotor UAV
    Niroumand, Farahnaz Javidi
    Fakharian, Ahmad
    Seyedsajadi, Mahjabin Sadat
    2013 13TH IRANIAN CONFERENCE ON FUZZY SYSTEMS (IFSC), 2013,
  • [8] Command Filter-Based Adaptive Fuzzy Fixed-Time Tracking Control for Stochastic Nonlinear Systems with Input Saturation and Dead Zone
    Wang, Huanqing
    Ai, Ze
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024,
  • [9] Quadrotor UAV flight control via a novel saturation integral backstepping controller
    Zhou, Laihong
    Zhang, Juqian
    She, Houxin
    Jin, Hong
    AUTOMATIKA, 2019, 60 (02) : 193 - 206
  • [10] Adaptive backstepping control for autonomous shipboard landing of a quadrotor with input saturation
    Huang, Yanting
    Zhu, Ming
    Sun, Liang
    Zheng, Zewei
    Jin, Cheng
    ASIAN JOURNAL OF CONTROL, 2021, 23 (04) : 1693 - 1706