Research on Mobile Robot's Motion Control and Path Planning

被引:0
|
作者
Cui, Shigang [1 ]
Xu, Xuelian [2 ]
Zhao, Li [1 ]
Tian, Liguo [1 ]
Yang, Genghuang [1 ]
机构
[1] Tianjin Univ Technol & Educ, Sch Automat & Elect Engn, Tainan 300222, Taiwan
[2] Tianjin Univ Technol & Educ, Sch Mech Engn, Tianjin, Peoples R China
关键词
mobile robot; kinematics modeling; motion control; path planning; ant colony algorithm;
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 article. the kinematics modeling for the practical robot and movement formula have been established, whose are considered by the feasibility and reliability of actual control. and controls the movement of mobile robot by the planning route, guides the robot to complete the mission. On the other hands ant colony optimization algorithm is used to solve the robot path planning. Based on the original art colony optimization algorithm, it modifies the route choice strategy and the pheromone Updating strategy etc. according to the information provided by the global map and the mission to complete. And the experimental results on MATLAB are convinced the optimal path.
引用
收藏
页码:197 / +
页数:2
相关论文
共 50 条
  • [41] Path planning simulator for a mobile robot
    Acosta, Carlos
    Moras, Rafael G.
    [J]. Computers and Industrial Engineering, 1990, 19 (1-4): : 346 - 350
  • [42] Path Planning for a Tethered Mobile Robot
    Kim, Soonkyum
    Bhattacharya, Subhrajit
    Kumar, Vijay
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 1132 - 1139
  • [43] An Effective Path Planning of a Mobile Robot
    Pattanayak, S.
    Sahoo, S. C.
    Choudhury, B. B.
    [J]. SOFT COMPUTING IN DATA ANALYTICS, SCDA 2018, 2019, 758 : 175 - 182
  • [44] Optimizing path planning in mobile robot systems using motion capture technology
    Al-Kamil, Safa Jameel
    Szabolcsi, Robert
    [J]. RESULTS IN ENGINEERING, 2024, 22
  • [45] A Probabilistic Model of Human Motion and Navigation Intent for Mobile Robot Path Planning
    Thompson, Simon
    Horiuchi, Takehiro
    Kagami, Satoshi
    [J]. PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON AUTONOMOUS ROBOTS AND AGENTS, 2009, : 126 - +
  • [46] Research on Path Planning of Mobile Robot Based on Improved A* in Special Environment
    Ren Yiyue
    Song Xiaoru
    Gao Song
    [J]. 2019 3RD INTERNATIONAL SYMPOSIUM ON AUTONOMOUS SYSTEMS (ISAS 2019), 2019, : 12 - 16
  • [47] Path planning research for mobile robot based on immune genetic algorithm
    Wang, Q.
    Hedner, J.
    [J]. Journal of Mechanical Engineering Research and Developments, 2016, 39 (01) : 164 - 172
  • [48] Mobile Robot Path Planning and Research in the Improved Artificial Immune Algorithm
    Hou, Yuanbin
    Wang, Wei
    Lu, Xiaoyue
    [J]. INTELLIGENT SYSTEM AND APPLIED MATERIAL, PTS 1 AND 2, 2012, 466-467 : 864 - 869
  • [49] Research on path planning algorithm of mobile robot based on reinforcement learning
    Guoqian Pan
    Yong Xiang
    Xiaorui Wang
    Zhongquan Yu
    Xinzhi Zhou
    [J]. Soft Computing, 2022, 26 : 8961 - 8970
  • [50] Research on Path Planning of Mobile Robot Based on Neural Network Algorithm
    Duan, Chenxu
    Tang, Xiaojie
    [J]. PROCEEDINGS OF 2024 INTERNATIONAL CONFERENCE ON MACHINE INTELLIGENCE AND DIGITAL APPLICATIONS, MIDA2024, 2024, : 717 - 723