A new type design of lunar rover suspension structure and its neural network control system

被引:11
|
作者
Yang, Lu [1 ,2 ]
Cai, Bowen [1 ,2 ]
Zhang, Ronghui [3 ,4 ,5 ]
Li, Kening [6 ]
Wang, Rongben [6 ]
机构
[1] Tianjin Univ Technol, Sch Mech Engn, Tianjin Key Lab Adv Mechatron Syst Design & Intel, Xiqing, Tianjin, Peoples R China
[2] Tianjin Univ Technol, Natl Demonstrat Ctr Expt Mech & Elect Engn Educ, Xiqing, Tianjin, Peoples R China
[3] Sun Yat Sen Univ, Sch Engn, Guangdong Key Lab Intelligent Transportat Syst, Guangzhou, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Sch Engn, Res Ctr Intelligent Transportat Syst, Guangzhou, Guangdong, Peoples R China
[5] Xinjiang Nor West Star Informat Technol Co Ltd, Xinjiang Lab Percept & Control Technol IOT, Urumqi, Peoples R China
[6] Jilin Univ, Coll Transportat, Changchun, Jilin, Peoples R China
基金
中国国家自然科学基金;
关键词
Lunar rover; suspension design; ADAMS; vehicle dynamics simulation; neural network; ELECTRIC VEHICLE;
D O I
10.3233/JIFS-169586
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Suspension design is one of the important parts in the research field on lunar rover mobile system. To conduct detailed dynamic analysis on the new type of suspension, this paper presents a new type of six link double ring lunar rover suspension model based on ADAMS virtual simulation software. And, this paper designs the lunar rover path tracking neural network controller. Simulation and test results show that the new lunar rover suspension has strong ground adaptability, obstacle surmounting capability and anti-overturning ability compared to classic suspension, and the neural network controller based on the new suspension has good tracking ability. The research results provide a reference for autonomous navigation control on lunar rover.
引用
收藏
页码:269 / 281
页数:13
相关论文
共 50 条
  • [1] Design and simulation research on a new type of suspension for lunar rover
    Chen Bai-Chao
    Wang Rong-Ben
    Lu, Yang
    Jin Li-Sheng
    Lie, Guo
    2007 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, 2007, : 161 - +
  • [2] Passive Suspension Design and Dynamics Analysis of Manned Lunar Rover
    Zhang, Junyang
    Liu, Zhen
    Qin, Zhonghao
    2024 10TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND ROBOTICS ENGINEERING, ICMRE, 2024, : 155 - 160
  • [3] Design of a high performance suspension for lunar rover based on evolution
    Chen, Baichao
    Wang, Rongben
    Jia, Yang
    Guo, Lie
    Yang, Lu
    ACTA ASTRONAUTICA, 2009, 64 (9-10) : 925 - 934
  • [4] Navigation and control software design and implementation for lunar rover validating system
    Bu, Chunguang
    Wu, Zhenwei
    Song, Xiaokang
    2007 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-5, 2007, : 1154 - +
  • [5] Design of a locomotion control system for lunar rover with six conical wheels
    Fang, Hai-Tao
    Deng, Zong-Quan
    Tao, Jian-Guo
    Dong, Yu-Hong
    Yu, Xin-Yi
    Jiqiren/Robot, 2007, 29 (05): : 492 - 497
  • [6] Design and control of a magnetic suspended platform for the vision system of the lunar rover
    Tan Feng
    Duan Guang-ren
    Zhang Mao-rui
    Dong Hong-lin
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 2158 - +
  • [7] Coordinate motion for two arms of a lunar rover by hybrid fuzzy neural network control
    Mu, Xiaojiang
    Chen, Yangzhou
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 : 287 - 291
  • [8] The navigation, control and vision system of lunar rover
    Liu, D
    Zhao, ZP
    Qi, NM
    PROCEEDINGS OF THE INTERNATIONAL LUNAR CONFERENCE 2003/ INTERNATIONAL LUNAR EXPLORATION WORKING GROUP 5 - ILC2003/ILEWG 5, 2004, 108 : 461 - 461
  • [9] Tsinghua lunar rover prototype and its hardware design
    Lin, M
    Zhu, JH
    Meng, JH
    Sun, ZQ
    2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS, 2002, : 1578 - 1581
  • [10] Design concepts of the lunar rover and methods of remote control
    Wu, JH
    Cao, ZL
    Wang, Y
    Yuan, X
    Xing, EH
    Lu, GC
    Charlmers, J
    2001 INTERNATIONAL WORKSHOP ON BIO-ROBOTICS AND TELEOPERATION, PROCEEDINGS, 2001, : 216 - 219