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
  • [21] 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
  • [22] Biped Locomotion Control through a Biomimetic CPG-based Controller
    Santos, Cristina P.
    Alves, Nuno
    Moreno, Juan C.
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2017, 85 (01) : 47 - 70
  • [23] Workspace trajectory generation with smooth gait transition using CPG-based locomotion control for hexapod robot
    Helal, Kifah
    Albadin, Ahed
    Albitar, Chadi
    Alsaba, Michel
    HELIYON, 2024, 10 (11)
  • [24] Humanoid adaptive locomotion control through a bioinspired CPG-based controller
    Yao, Chenpeng
    Liu, Chengju
    Xia, Li
    Liu, Ming
    Chen, Qijun
    ROBOTICA, 2022, 40 (03) : 762 - 779
  • [25] A CPG-based Sensory Feedback Control Method for Robotic Fish Locomotion
    Wang Ming
    Yu Junzhi
    Tan Min
    Zhang Guiqing
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 4115 - 4120
  • [26] A stochastic optimization method of CPG-based motion control for humanoid locomotion
    Itoh, Y
    Taki, K
    Kato, S
    Itoh, H
    2004 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2004, : 347 - 351
  • [27] Modeling the CPG-based Control of Cat Hindlimb Movement During Locomotion
    Markin, Sergey N.
    Klishko, Alexander N.
    Shevtsova, Natalia A.
    Lemay, Michel A.
    Prilutsky, Boris I.
    McCrea, David A.
    Rybak, Ilya A.
    FASEB JOURNAL, 2011, 25
  • [28] A CPG-BASED DECENTRALIZED CONTROL OF A QUADRUPED ROBOT BASED ON DISCREPANCY FUNCTION
    Kano, T.
    Nagasawa, K.
    Owaki, D.
    Tero, A.
    Ishiguro, A.
    EMERGING TRENDS IN MOBILE ROBOTICS, 2010, : 157 - 164
  • [29] CPG-based neural control of peristaltic planar locomotion in an earthworm-like robot: evaluation of nonlinear oscillators
    Zhou, Qinyan
    Jia, Peisen
    Fang, Hongbin
    BIOINSPIRATION & BIOMIMETICS, 2025, 20 (02)
  • [30] CPG-based adaptable control of a snake-like robot
    Inoue, Kousuke
    Sumi, Takaaki
    Sato, Norikazu
    Ma, Shugen
    PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8, 2007, : 2156 - +