Research on fusion control of sensor information and biological reflection based on CPG
To enhance the environmental adaptability of the quadruped robot and realize its stability in terrain with obstacles, this paper studies the fusion of sensor information feedback and bio-reflection control algorithm. First, a central pattern generator (CPG) that generates basal rhythmic movements is...
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| Published in | Advances in mechanical engineering Vol. 15; no. 1 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
London, England
SAGE Publications
01.01.2023
Sage Publications Ltd SAGE Publishing |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1687-8132 1687-8140 1687-8140 |
| DOI | 10.1177/16878132221149560 |
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| Abstract | To enhance the environmental adaptability of the quadruped robot and realize its stability in terrain with obstacles, this paper studies the fusion of sensor information feedback and bio-reflection control algorithm. First, a central pattern generator (CPG) that generates basal rhythmic movements is constructed. Secondly, a simplified foot end that can be used to identify the touchdown and obstacle information is designed. To enhance the stability of the quadruped robot during the flexor reflex process and avoid the problem of solidification in the reflex process, the foot touch signal was introduced into the flexor reflex algorithm, which enhanced the flexibility of the reflex process. To avoid secondary collisions with obstacles, the postswing reflection process is optimized, and active obstacle avoidance is realized after the obstacle is touched. Finally, the organic fusion of sensor information feedback, CPG control network, and bio-reflection control algorithm is realized. The simulation results show that the robot’s ability to overcome obstacles is improved, the number of reflections is less, and the reflection process is more stable. |
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| AbstractList | To enhance the environmental adaptability of the quadruped robot and realize its stability in terrain with obstacles, this paper studies the fusion of sensor information feedback and bio-reflection control algorithm. First, a central pattern generator (CPG) that generates basal rhythmic movements is constructed. Secondly, a simplified foot end that can be used to identify the touchdown and obstacle information is designed. To enhance the stability of the quadruped robot during the flexor reflex process and avoid the problem of solidification in the reflex process, the foot touch signal was introduced into the flexor reflex algorithm, which enhanced the flexibility of the reflex process. To avoid secondary collisions with obstacles, the postswing reflection process is optimized, and active obstacle avoidance is realized after the obstacle is touched. Finally, the organic fusion of sensor information feedback, CPG control network, and bio-reflection control algorithm is realized. The simulation results show that the robot’s ability to overcome obstacles is improved, the number of reflections is less, and the reflection process is more stable. |
| Author | Zhang, Yongxia Wang, Seng Chen, Mingfang Mo, Xiang |
| Author_xml | – sequence: 1 givenname: Mingfang orcidid: 0000-0002-3323-8168 surname: Chen fullname: Chen, Mingfang organization: School of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, Yunnan, China – sequence: 2 givenname: Xiang orcidid: 0000-0002-8154-8996 surname: Mo fullname: Mo, Xiang email: xiangmo19971112@163.com organization: School of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, Yunnan, China – sequence: 3 givenname: Yongxia surname: Zhang fullname: Zhang, Yongxia organization: School of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, Yunnan, China – sequence: 4 givenname: Seng surname: Wang fullname: Wang, Seng organization: School of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, Yunnan, China |
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| Cites_doi | 10.1115/1.4038978 10.1109/LRA.2021.3092647 10.1007/s11044-020-09764-8 10.1007/s11370-019-00309-3 10.1007/s11370-019-00297-4 10.3390/en14020433 10.1016/j.neunet.2021.06.001 10.1177/0278364903022003004 10.1142/S0218127422300014 10.1007/s42235-018-0026-8 10.1109/TNNLS.2019.2945637 10.1016/j.robot.2018.10.002 |
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| Copyright | The Author(s) 2023 The Author(s) 2023. This work is licensed under the Creative Commons Attribution License https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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| Keywords | touch sensor CPG Quadruped robot flexor reflex |
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| SubjectTerms | Algorithms Control algorithms Control systems Control theory Feedback Obstacle avoidance Robots Sensors Signal processing Solidification Stability |
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| Title | Research on fusion control of sensor information and biological reflection based on CPG |
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