Configurable Embedded CPG-based Control for Robot Locomotion

被引:8
|
作者
Hugo Barron-Zambrano, Jose [1 ]
Torres-Huitzil, Cesar [1 ]
Girau, Bernard [2 ]
机构
[1] Cinvestav Tamaulipas, Informat Technol Lab, Victoria, Mexico
[2] Univ Nancy 1, Vandoeuvre Les Nancy, France
关键词
Central pattern generators; legged robot; FPGA; locomotion control; WALKING; IMPLEMENTATION; GENERATION; ADAPTATION; SYSTEM; MODEL;
D O I
10.5772/50985
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Recently, the development of intelligent robots has benefited from a deeper understanding of the biomechanics and neurology of biological systems. Researchers have proposed the concept of Central Pattern Generators (CPGs) as a mechanism for generating an efficient control strategy for legged robots based on biological locomotion principles. Although many studies have aimed to develop robust legged locomotion controllers, relatively few of them have focused on adopting the technology for fully practical embedded hardware implementations. In this contribution, a reconfigurable hardware implementation of a CPG-based controller which is able to generate several gaits for quadruped and hexapod robots is presented. The proposed implementation is modular and configurable in order to scale up to legged robots with different degrees of freedom. Experimental results for embedded Field Programmable Gate Array (FPGA) implementations for quadruped and hexapod robot controllers are presented and analysed.
引用
收藏
页数:12
相关论文
共 50 条
  • [11] CPG-based control of a swallowing robot
    Zhu, Mingzhu
    Xu, W. L.
    Bronlund, J. E.
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2014, 50 (1-2) : 137 - 147
  • [12] Bio-inspired Snake Robot Locomotion: A CPG-based Control Approach
    Billah, Md. Masum
    Khan, Md. Raisuddin
    2015 5TH NATIONAL SYMPOSIUM ON INFORMATION TECHNOLOGY: TOWARDS NEW SMART WORLD (NSITNSW), 2015,
  • [13] CPG-based locomotion generation in a Drosophila inspired legged robot
    Arena, Eleonora
    Arena, Paolo
    Patane, Luca
    2012 4TH IEEE RAS & EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB), 2012, : 1341 - 1346
  • [14] A CPG-Based Control Method for the Multi-Mode Locomotion of a Desert Spider Robot
    Shi R.
    Zhang X.
    Yao Y.
    Zhang, Xiuli (zhangxl@bjtu.edu.cn), 2018, Chinese Academy of Sciences (40): : 146 - 157
  • [15] Responsive CPG-Based Locomotion Control for Quadruped Robots
    Zhang, Yihui
    Hu, Cong
    Qiu, Binbin
    Tan, Ning
    NEURAL INFORMATION PROCESSING, ICONIP 2023, PT V, 2024, 14451 : 279 - 290
  • [16] Gait Generation With Smooth Transition Using CPG-Based Locomotion Control for Hexapod Walking Robot
    Yu, Haitao
    Gao, Haibo
    Ding, Liang
    Li, Mantian
    Deng, Zongquan
    Liu, Guangjun
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (09) : 5488 - 5500
  • [17] A CPG-based control method for the rolling locomotion of a desert spider
    Shi, Ruidong
    Zhang, Xiuli
    Tian, Yaobin
    Dong, Shouyang
    Yao, Yan'an
    2016 IEEE WORKSHOP ON ADVANCED ROBOTICS AND ITS SOCIAL IMPACTS (ARSO), 2016, : 243 - 248
  • [18] A gecko-inspired robot with CPG-based neural control for locomotion and body height adaptation
    Shao, Donghao
    Wang, Zhouyi
    Ji, Aihong
    Dai, Zhendong
    Manoonpong, Poramate
    BIOINSPIRATION & BIOMIMETICS, 2022, 17 (03)
  • [19] CPG-based Locomotion Controller Design for a Boxfish-like Robot
    Wang, Wei
    Xie, Guangming
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2014, 11
  • [20] Hardware Implementation of a CPG-Based Locomotion Control for Quadruped Robots
    Hugo Barron-Zambrano, Jose
    Torres-Huitzil, Cesar
    Girau, Bernard
    ARTIFICIAL NEURAL NETWORKS-ICANN 2010, PT II, 2010, 6353 : 276 - 285