Fuzzy adaptive PID control method for multi-mecanum-wheeled mobile robot

被引:0
|
作者
Guoqiang Cao
Xinyu Zhao
Changlong Ye
Suyang Yu
Bangyu Li
Chunying Jiang
机构
[1] Shenyang Aerospace University,School of Mechanical Engineering
[2] Siasun Robot & Automation Co. Ltd.,undefined
关键词
Mecanum-wheeled robot; Fuzzy adaptive PID control; Trajectory track; Motion stability;
D O I
暂无
中图分类号
学科分类号
摘要
Mecanum-wheeled mobile robots are widely used because they can easily realize omnidirectional movement and have flexible movement characteristics. However, existing mecanum-wheeled robots generally have problems of low movement accuracy and poor stability. Structural optimization method can improve the movement accuracy and stability of mecanum-wheeled robots, but it cannot solve the problem fundamentally. In this study, the method of geometric modeling is applied to deduce the parameters kinematic error e, slip factor μ, and overturning angle λ, all of which have an effect on the movement accuracy and stability of the robot. Combined with the advantages of PID and fuzzy control, a fuzzy adaptive PID control method is proposed. The experimental prototype of the eight-mecanum-wheeled omnidirectional mobile robot is built to carry out the trajectory tracking control experiment, and the superiority in the fuzzy adaptive PID control method is verified.
引用
收藏
页码:2019 / 2029
页数:10
相关论文
共 50 条
  • [41] Adaptive Trajectory Tracking Control of Wheeled Mobile Robot
    Shen, Xiao
    Shi, Wuxi
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 5161 - 5165
  • [42] Robust adaptive tracking control of wheeled mobile robot
    Xin, Linjie
    Wang, Qinglin
    She, Jinhua
    Li, Yuan
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2016, 78 : 36 - 48
  • [43] Adaptive Robust Control of Wheeled Mobile Robot with Uncertainties
    Li, Di
    Ye, Jinhua
    2014 IEEE 13TH INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL (AMC), 2014,
  • [44] Driven Wheeled Robot Based on Fuzzy PID Algorithm Control Research
    Xu, Shaojie
    Zhu, Jingfei
    Zhang, Suying
    Du, Yun
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS II, PTS 1-3, 2013, 336-338 : 463 - 466
  • [45] Research and Development of Mecanum-wheeled Omnidirectional Mobile Robot Implemented by Multiple Control Methods
    Jia, Qian
    Wang, Mulan
    Liu, Shuqing
    Ge, Jianjing
    Gu, Chen
    PROCEEDINGS OF 2016 23RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2016, : 427 - 430
  • [46] A trajectory tracking control of wheeled mobile robot using a model reference adaptive fuzzy controller
    Kim, Seungwoo
    Seo, Kisung
    Cho, Youngwan
    Journal of Institute of Control, Robotics and Systems, 2009, 15 (07) : 711 - 719
  • [47] Fuzzy Adaptive Fault-tolerant Control for Underactuated Wheeled Mobile Robot With Prescribed Performance
    Liu, Pingfan
    Tong, Shaocheng
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2024, 22 (06) : 1998 - 2006
  • [48] Polynomial Fuzzy Control of a Wheeled Mobile Robot with Control Input Saturation
    Yu, Gwo-Ruey
    Chang, Chih-Heng
    2012 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2012, : 1066 - 1071
  • [49] Balancing Control of Two-Wheeled Upstanding Robot Using Adaptive Fuzzy Control Method
    Ruan, Xiaogang
    Chen, Jing
    Cai, Jianxian
    Dai, Lizhen
    2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 2, 2009, : 95 - 98
  • [50] A Fuzzy Adaptive Approach to Decoupled Visual Servoing for a Wheeled Mobile Robot
    Shi, Haobin
    Xu, Meng
    Hwang, Kao-Shing
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (12) : 3229 - 3243