Neural control of quadruped robot for autonomous walking on soft terrain

被引:0
|
作者
Shimada, S [1 ]
Egami, T [1 ]
Ishimura, K [1 ]
Wada, M [1 ]
机构
[1] Hokkaido Univ, Grad Sch Engn, Sapporo, Hokkaido 0010008, Japan
关键词
CPG; ground recognition sensor; reflex; soft terrain; center of gravity;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the neurophysiology it has been clarified that some rhythm generators called the Central Pattern Generator (CPG) exists in animal locomotion. The CPG is able to generate various walking patterns without any previous plan and environment model. Using the CPG one can simplify the complicated walking system. In this paper, the CPG model for quadruped static walk is proposed and applied to the quadruped robot, TITAN-VIII. Moreover, we consider the irregular terrain as a walking environment with the sensor to recognize the softness of ground. By using the neural reflex control, it is shown that the robot can autonomously walk the soft terrain.
引用
收藏
页码:415 / 423
页数:9
相关论文
共 50 条
  • [1] Compliance Control Based for a Quadruped Robot Walking over Rough Terrain
    Xu, Jiaqi
    Lang, Lin
    An, Honglei
    Ma, Hongxu
    Zhu, Kaiying
    [J]. 2015 CHINESE AUTOMATION CONGRESS (CAC), 2015, : 348 - 353
  • [2] Fuzzy-neural network control for quadruped walking robot
    Ma, Peisun
    Zheng, Weihong
    [J]. Jiqiren/Robot, 1997, 19 (01): : 56 - 60
  • [3] Stable walking of quadruped robot on unknown rough terrain
    何玉东
    王军政
    柯贤锋
    汪首坤
    [J]. Journal of Beijing Institute of Technology, 2016, 25 (04) : 463 - 472
  • [4] Adaptive dynamic walking of a quadruped robot on irregular terrain using a neural system model
    Kimura, H
    Fukuoka, Y
    Hada, Y
    Takase, K
    [J]. ROBOTICS RESEARCH, 2003, 6 : 147 - 160
  • [5] Adaptive dynamic walking of a quadruped robot on irregular terrain by using neural system model
    Kimura, H
    Fukuoka, Y
    [J]. 2000 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2000), VOLS 1-3, PROCEEDINGS, 2000, : 979 - 984
  • [6] Dynamic walking control of quadruped locomotion robot using neural network
    Koyama, Kakutaro
    Nonami, Kenzo
    [J]. Nippon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, 1996, 62 (596): : 1519 - 1526
  • [7] Application of neural network combined with fuzzy control in quadruped walking robot
    Zheng, Weihong
    Ma, Peisun
    Chen, Jiapin
    [J]. Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 1996, 30 (01): : 42 - 48
  • [8] Mechanism and control of a quadruped walking robot
    Adachi, Hironori
    Koyachi, Noriho
    Nakano, Eiji
    [J]. IEEE Control Systems Magazine, 1988, 8 (05): : 14 - 19
  • [9] Adaptive dynamic walking of a quadruped robot 'Tekken' on irregular terrain using a neural system model
    Fukuoka, Y
    Kimura, H
    Hada, Y
    Takase, K
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, : 2037 - 2042
  • [10] Locomotion Planning for Quadruped Robot Walking on Lunar Rough Terrain
    Chu X.
    Zhang Q.
    Zhou Y.
    Wen W.
    Li X.
    Liu W.
    [J]. Advances in Astronautics Science and Technology, 2022, 5 (2) : 93 - 102