Combined control of CPG and torso attitude control for biped locomotion

Masaki Takahashi, Terumasa Narukawa, Ken Miyakawa, Kazuo Yoshida

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

This study aims at establishing a new control strategy for more natural and efficient bipedal locomotion. In this study, the robot is modeled as a planar biped model composed of a torso, hips, and two different legs with knees, but without ankles. The proposed method consists of Central Pattern Generator (CPG) for legged locomotion and torso attitude control. It is well known that the CPG controller copes with environmental changes by mutual entrainment of the oscillatory activities of the CPG and the body. Therefore, the biped robot can walk on both a level ground and a slope, and has the robustness for environmental changes. Moreover, the torso attitude control is executed concurrently with CPG controller for legged locomotion in the method. By utilizing the interaction between torso and legs, the biped robot with the torso can walk on the level ground over a wide range of speed. This paper presents a systematic control design method of the proposed strategy by using the genetic algorithm. In order to verify the effectiveness of the proposed method, computational simulations were carried out. As a result, it was demonstrated that the biped robot can walk on the level ground at a variable pace according to the desired torso angle given as an external command. Moreover, it was confirmed that the proposed controller has the robustness for environmental changes and external disturbance, and the biped robot can walk naturally on the uphill and downhill slopes.

Original languageEnglish
Title of host publication2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS
Pages346-351
Number of pages6
DOIs
Publication statusPublished - 2005
EventIEEE IRS/RSJ International Conference on Intelligent Robots and Systems, IROS 2005 - Edmonton, AB, Canada
Duration: 2005 Aug 22005 Aug 6

Other

OtherIEEE IRS/RSJ International Conference on Intelligent Robots and Systems, IROS 2005
CountryCanada
CityEdmonton, AB
Period05/8/205/8/6

Fingerprint

Biped locomotion
Attitude control
Robots
Controllers
Computational methods
Robustness (control systems)
Genetic algorithms

Keywords

  • Active walk
  • Biped locomotion
  • Central pattern generator
  • Robustness
  • Torso attitude control

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Human-Computer Interaction
  • Control and Systems Engineering

Cite this

Takahashi, M., Narukawa, T., Miyakawa, K., & Yoshida, K. (2005). Combined control of CPG and torso attitude control for biped locomotion. In 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS (pp. 346-351). [1545005] https://doi.org/10.1109/IROS.2005.1545005

Combined control of CPG and torso attitude control for biped locomotion. / Takahashi, Masaki; Narukawa, Terumasa; Miyakawa, Ken; Yoshida, Kazuo.

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS. 2005. p. 346-351 1545005.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Takahashi, M, Narukawa, T, Miyakawa, K & Yoshida, K 2005, Combined control of CPG and torso attitude control for biped locomotion. in 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS., 1545005, pp. 346-351, IEEE IRS/RSJ International Conference on Intelligent Robots and Systems, IROS 2005, Edmonton, AB, Canada, 05/8/2. https://doi.org/10.1109/IROS.2005.1545005
Takahashi M, Narukawa T, Miyakawa K, Yoshida K. Combined control of CPG and torso attitude control for biped locomotion. In 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS. 2005. p. 346-351. 1545005 https://doi.org/10.1109/IROS.2005.1545005
Takahashi, Masaki ; Narukawa, Terumasa ; Miyakawa, Ken ; Yoshida, Kazuo. / Combined control of CPG and torso attitude control for biped locomotion. 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS. 2005. pp. 346-351
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