OPTIMAL KINEMATIC PATH TRACKING CONTROL OF MOBILE ROBOTS WITH FRONT STEERING

被引:8
|
作者
HEMAMI, A
MEHRABI, MG
CHENG, RMH
机构
[1] Department of Mechanical Engineering Concordia University Montreal
关键词
MOBILE ROBOTS; PATH TRACKING; FRONT STEERING; OPTIMAL CONTROL;
D O I
10.1017/S0263574700016908
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This work concerns the class of wheeled mobile robots with single axis front steering. Because of the relatively low speed of these vehicles their dynamic properties have little effect on their path tracking behaviour. Their motion is, moreover, on a flat environment and can be assumed two dimensional. The kinematics of motion of such a vehicle can be utilized for design of control strategies for maintaining path following stability. In this paper, optimal control technique is implemented to such a system. First, the state space equations governing the motion are derived. The orientation error and the offset from a path form the states and the steering angle is the control input to the system. An optimal controller to minimize the two errors and the steering angle is then sought. The conditions for the existence of the feedback matrix are discussed. The controller structure is defined in terms of the forward speed of the vehicle and, thus, has the advantage of being flexible for speed changes. Numerical illustrative examples, however, demonstrate that variation of the speed has no effect on the controller structure.
引用
收藏
页码:563 / 568
页数:6
相关论文
共 50 条
  • [1] SYNTHESIS OF AN OPTIMAL-CONTROL LAW FOR PATH TRACKING IN MOBILE ROBOTS
    HEMAMI, A
    MEHRABI, MG
    CHENG, RMH
    AUTOMATICA, 1992, 28 (02) : 383 - 387
  • [2] Kinematic Model Based Path Tracking Algorithm for Differential Drive Mobile Robots
    Karakaya, Suat
    Kucukyildiz, Gurkan
    Ocak, Hasan
    2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 987 - 990
  • [3] Path tracking control of autonomous agricultural mobile robots
    Zhu Zhong-xiang
    Chen Jun
    Yoshida, Toyofumi
    Torisu, Ryo
    Song Zheng-he
    Mao En-rong
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A, 2007, 8 (10): : 1596 - 1603
  • [4] Path tracking control of autonomous agricultural mobile robots
    Zhong-xiang Zhu
    Jun Chen
    Toyofumi Yoshida
    Ryo Torisu
    Zheng-he Song
    En-rong Mao
    Journal of Zhejiang University-SCIENCE A, 2007, 8 : 1596 - 1603
  • [5] Adaptive and predictive path tracking control for off-road mobile robots
    Lenain, Roland
    Thuilot, Benoit
    Cariou, Christophe
    Martinet, Philippe
    EUROPEAN JOURNAL OF CONTROL, 2007, 13 (04) : 419 - 439
  • [6] Global inverse optimal exponential path-tracking control of mobile robots driven by Levy processes
    Do, K. D.
    ROBOTICA, 2021, 39 (12) : 2306 - 2332
  • [7] Path Tracking Control of Four-wheel Independent Steering Electric Vehicles Based on Optimal Control
    Chen, Xinbo
    Peng, Yibing
    Hang, Peng
    Tang, Tingju
    PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE, 2020, : 5436 - 5442
  • [8] A hierarchical reinforcement learning approach for optimal path tracking of wheeled mobile robots
    Zuo, Lei
    Xu, Xin
    Liu, Chunming
    Huang, Zhenhua
    NEURAL COMPUTING & APPLICATIONS, 2013, 23 (7-8): : 1873 - 1883
  • [9] A hierarchical reinforcement learning approach for optimal path tracking of wheeled mobile robots
    Lei Zuo
    Xin Xu
    Chunming Liu
    Zhenhua Huang
    Neural Computing and Applications, 2013, 23 : 1873 - 1883
  • [10] Optimal Control Method of Path Tracking for Four-Wheel Steering Vehicles
    Tan, Xiaojun
    Liu, Deliang
    Xiong, Huiyuan
    ACTUATORS, 2022, 11 (02)