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Author:

Zhu, Xiaoqing (Zhu, Xiaoqing.) | Wang, Mingchao (Wang, Mingchao.) | Ruan, Xiaogang (Ruan, Xiaogang.) | Chen, Lu (Chen, Lu.) | Ji, Tingdong (Ji, Tingdong.) | Liu, Xinyuan (Liu, Xinyuan.)

Indexed by:

Scopus SCIE

Abstract:

To deal with the problem of stable walking of quadruped robots on slopes, a gait planning algorithm framework for quadruped robots facing unknown slopes is proposed. We estimated the terrain slope by the attitude information measured by the inertial measurement unit (IMU) without relying on the robot vision. The crawl gait was adopted, and the center of gravity trajectory planning was carried out based on the stability criterion zero-moment point (ZMP). Then, the augmented random search (ARS) algorithm was used to modulate the parameters of the Bezier curve to realize the planning of the robot foot trajectory. Additionally, the robot can adjust the posture in real time to follow the desired joint angle, which realizes the adaptive adjustment of the robot's posture during the slope movement. Simulation experiment results show that the proposed algorithm for slope gait planning can adaptively adjust the robot's attitude and stably pass through the slope environment when the slope is unknown.

Keyword:

quadruped robot skill learning gait planning Bezier curve augmented random search zero-moment point

Author Community:

  • [ 1 ] [Zhu, Xiaoqing]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Wang, Mingchao]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Ruan, Xiaogang]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Chen, Lu]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 5 ] [Ji, Tingdong]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 6 ] [Liu, Xinyuan]Beijing Univ Technol, Fac Informat Technol, Beijing 100124, Peoples R China
  • [ 7 ] [Zhu, Xiaoqing]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 8 ] [Wang, Mingchao]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 9 ] [Ruan, Xiaogang]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 10 ] [Chen, Lu]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 11 ] [Ji, Tingdong]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China
  • [ 12 ] [Liu, Xinyuan]Beijing Key Lab Computat Intelligence & Intellige, Beijing 100124, Peoples R China

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Source :

ELECTRONICS

Year: 2022

Issue: 6

Volume: 11

2 . 9

JCR@2022

2 . 9 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:49

JCR Journal Grade:2

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 11

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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