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A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot

This paper presents an approach to control the position of a gecko-inspired soft robot in Cartesian space. By formulating constraints under the assumption of constant curvature, the joint space of the robot is reduced in its dimension from nine to two. The remaining two generalized coordinates descr...

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Detalles Bibliográficos
Autores principales: Schiller, Lars, Seibel, Arthur, Schlattmann, Josef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806028/
https://www.ncbi.nlm.nih.gov/pubmed/33501254
http://dx.doi.org/10.3389/frobt.2020.00087
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author Schiller, Lars
Seibel, Arthur
Schlattmann, Josef
author_facet Schiller, Lars
Seibel, Arthur
Schlattmann, Josef
author_sort Schiller, Lars
collection PubMed
description This paper presents an approach to control the position of a gecko-inspired soft robot in Cartesian space. By formulating constraints under the assumption of constant curvature, the joint space of the robot is reduced in its dimension from nine to two. The remaining two generalized coordinates describe respectively the walking speed and the rotational speed of the robot and define the so-called velocity space. By means of simulations and experimental validation, the direct kinematics of the entire velocity space (mapping in Cartesian task space) is approximated by a bivariate polynomial. Based on this, an optimization problem is formulated that recursively generates the optimal references to reach a given target position in task space. Finally, we show in simulation and experiment that the robot can master arbitrary obstacle courses by making use of this gait pattern generator.
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spelling pubmed-78060282021-01-25 A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot Schiller, Lars Seibel, Arthur Schlattmann, Josef Front Robot AI Robotics and AI This paper presents an approach to control the position of a gecko-inspired soft robot in Cartesian space. By formulating constraints under the assumption of constant curvature, the joint space of the robot is reduced in its dimension from nine to two. The remaining two generalized coordinates describe respectively the walking speed and the rotational speed of the robot and define the so-called velocity space. By means of simulations and experimental validation, the direct kinematics of the entire velocity space (mapping in Cartesian task space) is approximated by a bivariate polynomial. Based on this, an optimization problem is formulated that recursively generates the optimal references to reach a given target position in task space. Finally, we show in simulation and experiment that the robot can master arbitrary obstacle courses by making use of this gait pattern generator. Frontiers Media S.A. 2020-07-02 /pmc/articles/PMC7806028/ /pubmed/33501254 http://dx.doi.org/10.3389/frobt.2020.00087 Text en Copyright © 2020 Schiller, Seibel and Schlattmann. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Robotics and AI
Schiller, Lars
Seibel, Arthur
Schlattmann, Josef
A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title_full A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title_fullStr A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title_full_unstemmed A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title_short A Gait Pattern Generator for Closed-Loop Position Control of a Soft Walking Robot
title_sort gait pattern generator for closed-loop position control of a soft walking robot
topic Robotics and AI
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806028/
https://www.ncbi.nlm.nih.gov/pubmed/33501254
http://dx.doi.org/10.3389/frobt.2020.00087
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