Towards Dynamic Quadruped Locomotion: Development of a CPG-driven Foot Trajectory Generator

Daniel Teixeira de Paula, E. P. Godoy, Mauricio Becerra-Vargas
{"title":"Towards Dynamic Quadruped Locomotion: Development of a CPG-driven Foot Trajectory Generator","authors":"Daniel Teixeira de Paula, E. P. Godoy, Mauricio Becerra-Vargas","doi":"10.1109/MED54222.2022.9837290","DOIUrl":null,"url":null,"abstract":"Legged locomotion has been a widespread daily activity of animals for millions of years, and many of its subtleties are founded on imposed conditions for survival. Agile movement in environments built for human locomotion could be achieved by extracting and implementing key aspects of legged locomotion in artificial creations. This work proposes a novel high-level control system module for dynamic quadruped robot locomotion, integrating the rhythmic developing capabilities of CPGs with foot trajectory generation based on Bézier curves. The proposed system utilizes CPG output signals as driving parameters for a foot trajectory generator based on Bézier curves and is built using a Matlab/Simulink simulated environment, with tests being carried out to validate its quadruped locomotion aptitude with regards to limit-cycle convergence and establishment of synchronized and stable phase shifts corresponding to desired gaits. The results point toward a sound performance of the proposed strategies, showing great promise regarding its locomotion capabilities. Lastly, additions to enhance the system’s effectiveness and enable its use in a complete locomotion control system are suggested to be further explored in future works.","PeriodicalId":354557,"journal":{"name":"2022 30th Mediterranean Conference on Control and Automation (MED)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 30th Mediterranean Conference on Control and Automation (MED)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MED54222.2022.9837290","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Legged locomotion has been a widespread daily activity of animals for millions of years, and many of its subtleties are founded on imposed conditions for survival. Agile movement in environments built for human locomotion could be achieved by extracting and implementing key aspects of legged locomotion in artificial creations. This work proposes a novel high-level control system module for dynamic quadruped robot locomotion, integrating the rhythmic developing capabilities of CPGs with foot trajectory generation based on Bézier curves. The proposed system utilizes CPG output signals as driving parameters for a foot trajectory generator based on Bézier curves and is built using a Matlab/Simulink simulated environment, with tests being carried out to validate its quadruped locomotion aptitude with regards to limit-cycle convergence and establishment of synchronized and stable phase shifts corresponding to desired gaits. The results point toward a sound performance of the proposed strategies, showing great promise regarding its locomotion capabilities. Lastly, additions to enhance the system’s effectiveness and enable its use in a complete locomotion control system are suggested to be further explored in future works.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
动态四足运动:cpg驱动足部轨迹发生器的研制
数百万年来,有腿运动一直是动物普遍的日常活动,其许多微妙之处都是建立在强加的生存条件之上的。通过提取和实现人工造物中腿部运动的关键方面,可以实现为人类运动而构建的环境中的敏捷运动。本文提出了一种新的四足机器人动态运动高级控制系统模块,将cpg的节奏发展能力与基于bsamzier曲线的足部轨迹生成相结合。该系统利用CPG输出信号作为驱动参数,驱动基于bsamzier曲线的足部轨迹发生器,并在Matlab/Simulink仿真环境下搭建,通过极限环收敛和建立所需步态对应的同步稳定相移,验证了该系统的四足运动能力。结果表明,所提出的策略具有良好的性能,在其运动能力方面表现出很大的希望。最后,建议在未来的工作中进一步探索以提高系统的有效性并使其在完整的运动控制系统中使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Data-Driven LQR Design for LTI systems with Exogenous Inputs Cooperative Multi-Lane Shock Wave Detection and Dissipation via Local Communication Adaptive algorithm for vessel roll prediction based on the Bayesian approach* Three-Dimensional Impact-Angle Control with Biased Proportional Navigation On the existence and uniqueness of equilibria in meshed DC microgrids with CPLs
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1