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Human-like hopping in machines: Feedback- versus feed-forward-controlled motions

Template models of legged locomotion are powerful tools for gait analysis, but can also inspire robot design and control. In this paper, a spring-loaded inverted pendulum (SLIP) model is employed to control vertical hopping of a 2-segmented legged robot. Feed-forward and bio-inspired virtual model c...

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Detalles Bibliográficos
Autores principales: Oehlke, Jonathan, Beckerle, Philipp, Seyfarth, André, Sharbafi, Maziar A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6510817/
https://www.ncbi.nlm.nih.gov/pubmed/30370464
http://dx.doi.org/10.1007/s00422-018-0788-4
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author Oehlke, Jonathan
Beckerle, Philipp
Seyfarth, André
Sharbafi, Maziar A.
author_facet Oehlke, Jonathan
Beckerle, Philipp
Seyfarth, André
Sharbafi, Maziar A.
author_sort Oehlke, Jonathan
collection PubMed
description Template models of legged locomotion are powerful tools for gait analysis, but can also inspire robot design and control. In this paper, a spring-loaded inverted pendulum (SLIP) model is employed to control vertical hopping of a 2-segmented legged robot. Feed-forward and bio-inspired virtual model control using the SLIP model are compared. In the latter approach, the feedback control emulates a virtual spring between hip and foot. The results demonstrate similarity of human and robot hopping. Moreover, the feedback control proves to simplify and improve hopping control. It yields better perturbation recovery and locomotion adaptation and is even easier to tune. Thus, human-like hopping is achievable using a rather simple template-based controller, which ensures the required performance, robustness and versatility.
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spelling pubmed-65108172019-05-28 Human-like hopping in machines: Feedback- versus feed-forward-controlled motions Oehlke, Jonathan Beckerle, Philipp Seyfarth, André Sharbafi, Maziar A. Biol Cybern Original Article Template models of legged locomotion are powerful tools for gait analysis, but can also inspire robot design and control. In this paper, a spring-loaded inverted pendulum (SLIP) model is employed to control vertical hopping of a 2-segmented legged robot. Feed-forward and bio-inspired virtual model control using the SLIP model are compared. In the latter approach, the feedback control emulates a virtual spring between hip and foot. The results demonstrate similarity of human and robot hopping. Moreover, the feedback control proves to simplify and improve hopping control. It yields better perturbation recovery and locomotion adaptation and is even easier to tune. Thus, human-like hopping is achievable using a rather simple template-based controller, which ensures the required performance, robustness and versatility. Springer Berlin Heidelberg 2018-10-28 2019 /pmc/articles/PMC6510817/ /pubmed/30370464 http://dx.doi.org/10.1007/s00422-018-0788-4 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Oehlke, Jonathan
Beckerle, Philipp
Seyfarth, André
Sharbafi, Maziar A.
Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title_full Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title_fullStr Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title_full_unstemmed Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title_short Human-like hopping in machines: Feedback- versus feed-forward-controlled motions
title_sort human-like hopping in machines: feedback- versus feed-forward-controlled motions
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6510817/
https://www.ncbi.nlm.nih.gov/pubmed/30370464
http://dx.doi.org/10.1007/s00422-018-0788-4
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