Fuzzy Supervisory Backstepping Controller for Stabilization of Quadrotor Unmanned Aerial Vehicle

被引:0
|
作者
Basri, Mohd Ariffanan Mohd [1 ]
Husain, Abdul Rashid [1 ]
Danapalasingam, Kumeresan A. [1 ]
机构
[1] Univ Teknol Malaysia, Fac Elect Engn, Dept Control & Mechatron Engn, Skudai 81310, Johor, Malaysia
关键词
Quadrotor UAV; backstepping control; fuzzy supervisory;
D O I
暂无
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 paper, a fuzzy supevisory backstepping controller (FSBC) is designed for the altitude and attitude stabilization of quadrotor unmanned aerial vehicle (UAV). The designed controller consists of a backstepping controller which can automatically select its parameters, on-line by a fuzzy supervisory mechanism. The stability criterion for the stabilization of the quadrotor is proven by the Lyapunov theorem. Numerical simulations using the dynamic model of a four degree of freedom (DOF) quadrotor UAV show the effectiveness of the approach. Besides, the simulation results indicate that the proposed design techniques can stabilize the quadrotor UAV with better performance than established linear design techniques.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Design of fractional-order backstepping sliding mode controller for the quadrotor unmanned aerial vehicles
    Yin, Chun
    Hu, Binyang
    Cheng, Yuhua
    Xue, Jianhong
    Shi, Xiaoyu
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 697 - 702
  • [32] Pareto optimum design of an adaptive robust backstepping controller for an unmanned aerial vehicle
    Mahmoodabadi, Mohammad Javad
    Babak, Nima Rezaee
    ASIAN JOURNAL OF CONTROL, 2023, 25 (01) : 201 - 212
  • [33] Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments
    Zhao, Yang
    Zhao, Lin
    Yu, Jinpeng
    Wang, Qing-Guo
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (06) : 3618 - 3628
  • [34] Backstepping control with exact 2-sliding mode estimation for a quadrotor unmanned aerial vehicle
    Madani, Tarek
    Benallegue, Abdelaziz
    2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 141 - 146
  • [35] Optimized Backstepping Tracking Control Using Reinforcement Learning for Quadrotor Unmanned Aerial Vehicle System
    Wen, Guoxing
    Hao, Wei
    Feng, Weiwei
    Gao, Kaizhou
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 52 (08): : 5004 - 5015
  • [36] Adaptive Fuzzy Attitude Sliding Mode Control for a Quadrotor Unmanned Aerial Vehicle
    Tianpeng Huang
    Xiaoyang Gao
    Tieshan Li
    International Journal of Fuzzy Systems, 2024, 26 : 686 - 701
  • [37] Adaptive Fuzzy Attitude Sliding Mode Control for a Quadrotor Unmanned Aerial Vehicle
    Huang, Tianpeng
    Gao, Xiaoyang
    Li, Tieshan
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, 26 (02) : 686 - 701
  • [38] Design and Development of a Non-Linear Controller for Quadrotor type Unmanned Aerial Vehicle
    Debnath, Saptadeep
    Lourde, Mary R.
    PROCEEDINGS OF THE 2018 3RD INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT 2018), 2018, : 61 - 65
  • [39] Altitude and attitude active disturbance rejection controller design of a quadrotor unmanned aerial vehicle
    Dou, Jingxin
    Kong, Xiangxi
    Wen, Bangchun
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2017, 231 (09) : 1732 - 1745
  • [40] 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
    Journal of Intelligent & Robotic Systems, 2016, 84 : 179 - 197