Interval Type-2 Fuzzy Sliding-Mode Control of Three-Axis Stabilization Gimbal

被引:2
|
作者
Ye, Run [1 ]
Yan, Bin [1 ]
Shi, Kaibo [2 ]
Chen, Maoxuan [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 611731, Peoples R China
[2] Chengdu Univ, Sch Elect Informat & Elect Engn, Chengdu 611731, Peoples R China
基金
中国国家自然科学基金;
关键词
Brushless DC motors; Fuzzy control; Mathematical model; Cameras; Windings; Sliding mode control; Resistance; Interval type-two fuzzy control; sliding-mode control; three-axis stabilization gimbal; position ring; OF-SIGHT STABILIZATION; ROBUST-CONTROL;
D O I
10.1109/ACCESS.2020.3027315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the attitude control problem of three-axis stabilization gimbal, an algorithm combining interval type-2 fuzzy control and sliding-mode control was designed. Firstly, the mathematical model of the three-axis stabilization gimbal actuator was established after analyzing the mechanical structure of the three-axis stabilization gimbal. Then, a sliding-mode controller was designed based on the position ring of the actuator of three-axis stabilization gimbal. An interval type-2 control was used to reduce chattering in sliding-mode control. The switching function and its derivative are taken as the input of fuzzy control, and the rate of change of the approach law is taken as the output of fuzzy control. Fuzzy control can adjust the gain of sliding-mode surface dynamically, enhance the adaptability on external random disturbance, improve the speed of convergence and weaken chattering. The simulation results show that the output of the controller designed in this paper is more stable, and the tracking of the three-axis stabilization gimbal is more rapid and accurate.
引用
收藏
页码:180510 / 180519
页数:10
相关论文
共 50 条
  • [1] Design of interval type-2 fuzzy sliding-mode controller
    Hsiao, Ming-Ying
    Li, Tzuu-Hseng S.
    Lee, J. -Z.
    Chao, C. -H.
    Tsai, S. -H.
    INFORMATION SCIENCES, 2008, 178 (06) : 1696 - 1716
  • [2] Design and Experiment of Interval Type-2 Fuzzy Hierarchical Sliding-Mode Control for Pendubot With Uncertainties
    Nguyen, Van-Truong
    Giap, Hai-Binh
    Su, Shun-Feng
    Van, Mien
    La, Duc-Viet
    Bui, Thanh-Lam
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024,
  • [3] The Design of Internal Type-2 Fuzzy Kinematic Control and Interval Type-2 Fuzzy Terminal Sliding-Mode Dynamic Control of the Wheeled Mobile Robot
    Hsiao, Ming-Ying
    Tsai, Shun-Hung
    Li, Tzuu-Hseng S.
    Shih, Kai-Shiuan
    Chao, Chan-Hong
    Liu, Chi-Hua
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 1045 - +
  • [4] Sliding-Mode Control for Interval Type-2 Fuzzy Systems: Event-Triggering WTOD Scheme
    Yang, Yekai
    Niu, Yugang
    Lam, Hak-Keung
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (06) : 3771 - 3781
  • [5] Interval Type-2 Adaptive Fuzzy Sliding-Mode Dynamic Control Design for Wheeled Mobile Robots
    Hsiao, Ming-Ying
    Chen, Chih-Yang
    Li, Tzuu-Hseng S.
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2008, 10 (04) : 268 - 275
  • [6] Adaptive Sliding Mode Control for Interval Type-2 Fuzzy Systems
    Li, Hongyi
    Wang, Jiahui
    Lam, Hak-Keung
    Zhou, Qi
    Du, Haiping
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2016, 46 (12): : 1654 - 1663
  • [7] Interval Type 2 Fuzzy Sliding-Mode Control of a Unified Chaotic System
    Li, Tzuu-Hseng S.
    Hsiao, Ming-Ying
    Lee, Ma-Zhen
    Tsai, Shun-Hung
    ISND 2007: PROCEEDINGS OF THE 2007 INTERNATIONAL SYMPOSIUM ON NONLINEAR DYNAMICS, PTS 1-4, 2008, 96
  • [8] Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems
    Li, Hongyi
    Wang, Jiahui
    Wu, Ligang
    Lam, Hak-Keung
    Gao, Yabin
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (01) : 246 - 257
  • [9] Robust adaptive fractional-order nonsingular terminal sliding mode stabilization of three-axis gimbal platforms
    Mousavi, Yashar
    Zarei, Amin
    Jahromi, Zeinabosadat Sane
    ISA TRANSACTIONS, 2022, 123 : 98 - 109
  • [10] BBO optimization of an EKF for interval type-2 fuzzy sliding mode control
    Medjghou, Ali
    Ghanai, Mouna
    Chafaa, Kheireddine
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2018, 11 (01) : 770 - 789