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Adaptive walking control for quadruped robot by using oscillation patterns
To improve the adaptability of quadruped robot in multiple scenarios, an adaptive locomotive system based on the double-layered central pattern generator (CPG) is proposed. The novel CPG network consists of double master units and subsets of slave units based on gyroscope signals including yaw and p...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643367/ https://www.ncbi.nlm.nih.gov/pubmed/37957235 http://dx.doi.org/10.1038/s41598-023-47022-x |
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author | Zhang, Yong Qian, Yijia Ding, Yi Hou, Beiping Wang, Rongyang |
author_facet | Zhang, Yong Qian, Yijia Ding, Yi Hou, Beiping Wang, Rongyang |
author_sort | Zhang, Yong |
collection | PubMed |
description | To improve the adaptability of quadruped robot in multiple scenarios, an adaptive locomotive system based on the double-layered central pattern generator (CPG) is proposed. The novel CPG network consists of double master units and subsets of slave units based on gyroscope signals including yaw and pitch angle. The response of master units provides the ability to control the 1st joins of quadruped robot, while slave units can generate the symmetry signals to control the 2nd and 3rd joints. The CPG network enables the seamless switching of locomotion gaits to stops and starts by using an ultrasonic sensor. Through adjusting the mutually dependent parameters, joints can generate the joint angles to achieve steering behavior. For adaptive movement on an irregular surface, stable ranges of the robot body yaw and pitch angles are proposed by using gyroscope signals. The experimental results verify that the quadruped robot with the proposed double-layered CPG network can perform stable trot pattern in a complex environment. |
format | Online Article Text |
id | pubmed-10643367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106433672023-11-13 Adaptive walking control for quadruped robot by using oscillation patterns Zhang, Yong Qian, Yijia Ding, Yi Hou, Beiping Wang, Rongyang Sci Rep Article To improve the adaptability of quadruped robot in multiple scenarios, an adaptive locomotive system based on the double-layered central pattern generator (CPG) is proposed. The novel CPG network consists of double master units and subsets of slave units based on gyroscope signals including yaw and pitch angle. The response of master units provides the ability to control the 1st joins of quadruped robot, while slave units can generate the symmetry signals to control the 2nd and 3rd joints. The CPG network enables the seamless switching of locomotion gaits to stops and starts by using an ultrasonic sensor. Through adjusting the mutually dependent parameters, joints can generate the joint angles to achieve steering behavior. For adaptive movement on an irregular surface, stable ranges of the robot body yaw and pitch angles are proposed by using gyroscope signals. The experimental results verify that the quadruped robot with the proposed double-layered CPG network can perform stable trot pattern in a complex environment. Nature Publishing Group UK 2023-11-13 /pmc/articles/PMC10643367/ /pubmed/37957235 http://dx.doi.org/10.1038/s41598-023-47022-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Yong Qian, Yijia Ding, Yi Hou, Beiping Wang, Rongyang Adaptive walking control for quadruped robot by using oscillation patterns |
title | Adaptive walking control for quadruped robot by using oscillation patterns |
title_full | Adaptive walking control for quadruped robot by using oscillation patterns |
title_fullStr | Adaptive walking control for quadruped robot by using oscillation patterns |
title_full_unstemmed | Adaptive walking control for quadruped robot by using oscillation patterns |
title_short | Adaptive walking control for quadruped robot by using oscillation patterns |
title_sort | adaptive walking control for quadruped robot by using oscillation patterns |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643367/ https://www.ncbi.nlm.nih.gov/pubmed/37957235 http://dx.doi.org/10.1038/s41598-023-47022-x |
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