Adaptive Fuzzy Tracking Control of Unmanned Quadrotor Via Backstepping

被引:0
|
作者
Yacef, Fouad [1 ]
Bouhali, Omar [2 ]
Hamerlain, Mustapha [1 ]
机构
[1] CDTA, Lab Prod & Robot, Algiers, Algeria
[2] Lab Mech Jijel Univ, Jijel, Algeria
关键词
Adaptive control; Fuzzy system; Quadrotor; Backstepping technique;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an adaptive fuzzy control scheme for quadrotor trajectory tracking. A fuzzy system is employed to approximate a model based control law developed using backstepping techniques. The adaptive laws for tuning the adjustable parameters of the fuzzy system are derived based on the Lyapunov synthesis approach. The proposed controller yields asymptotic tracking, while keep the stability of the closed loop dynamics of the quadrotor and boundedness of approximation errors. Numerical simulation results are provided to illustrate the good tracking performance of the proposed adaptive control approach.
引用
收藏
页码:40 / 45
页数:6
相关论文
共 50 条
  • [1] Adaptive Fuzzy Backstepping Control for Trajectory Tracking of Unmanned Aerial Quadrotor
    Yacef, Fouad
    Bouhali, Omar
    Hamerlain, Mustapha
    [J]. 2014 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS), 2014, : 920 - 927
  • [2] Adaptive Tracking Control of Underactuated Quadrotor Unmanned Aerial Vehicles via Backstepping
    Huang, Mu
    Xian, Bin
    Diao, Chen
    Yang, Kaiyan
    Feng, Yu
    [J]. 2010 AMERICAN CONTROL CONFERENCE, 2010, : 2076 - 2081
  • [3] Adaptive backstepping position tracking control of quadrotor unmanned aerial vehicle system
    Song, Xia
    Shen, Lihua
    Chen, Fuyang
    [J]. AIMS MATHEMATICS, 2023, 8 (07): : 16191 - 16207
  • [4] Attitude Tracking Control for a Quadrotor via backstepping and Adaptive Dynamic Programming
    Chi, Wenhao
    Ji, Yuehui
    Gao, Qiang
    [J]. PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 3108 - 3113
  • [5] Adaptive tracking control of a quadrotor unmanned vehicle
    To Xuan Dinh
    Kyoung Kwan Ahn
    [J]. International Journal of Precision Engineering and Manufacturing, 2017, 18 : 163 - 173
  • [6] Adaptive tracking control of a quadrotor unmanned vehicle
    Dinh, To Xuan
    Ahn, Kyoung Kwan
    [J]. INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2017, 18 (02) : 163 - 173
  • [7] Fuzzy Adaptive Backstepping Trajectory Tracking Control of Quadrotor Suspension System with Input Saturation
    Chen, Xinyu
    Fan, Yunsheng
    Wang, Guofeng
    Mu, Dongdong
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (04) : 1120 - 1132
  • [8] A fuzzy adaptive backstepping control based on mass observer for trajectory tracking of a quadrotor UAV
    Zhou, Laihong
    Zhang, Juqian
    Dou, Jingxin
    Wen, Bangchun
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2018, 32 (12) : 1675 - 1693
  • [9] Adaptive Integral Backstepping Control for Trajectory Tracking of a Quadrotor
    Fan, Yunsheng
    Cao, Yabo
    Li, Tieshan
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION, CYBERNETICS AND COMPUTATIONAL SOCIAL SYSTEMS (ICCSS), 2017, : 619 - 624
  • [10] Observer-based Adaptive Fuzzy Backstepping Tracking Control of Quadrotor Unmanned Aerial Vehicle Powered by Li-ion Battery
    Fouad Yacef
    Omar Bouhali
    Mustapha Hamerlain
    Nassim Rizoug
    [J]. Journal of Intelligent & Robotic Systems, 2016, 84 : 179 - 197