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Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking

Biped robots are similar to human beings and have broad application prospects in the fields of family service, disaster rescue and military affairs. However, simplified models and fixed center of mass (COM) used in previous research ignore the large-scale stability control ability implied by whole-b...

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Detalles Bibliográficos
Autores principales: Shi, Xuanyang, Gao, Junyao, Lu, Yizhou, Tian, Dingkui, Liu, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7288453/
https://www.ncbi.nlm.nih.gov/pubmed/32456320
http://dx.doi.org/10.3390/s20102971
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author Shi, Xuanyang
Gao, Junyao
Lu, Yizhou
Tian, Dingkui
Liu, Yi
author_facet Shi, Xuanyang
Gao, Junyao
Lu, Yizhou
Tian, Dingkui
Liu, Yi
author_sort Shi, Xuanyang
collection PubMed
description Biped robots are similar to human beings and have broad application prospects in the fields of family service, disaster rescue and military affairs. However, simplified models and fixed center of mass (COM) used in previous research ignore the large-scale stability control ability implied by whole-body motion. The present paper proposed a two-level controller based on a simplified model and whole-body dynamics. In high level, a model predictive control (MPC) controller is implemented to improve zero moment point (ZMP) control performance. In low level, a quadratic programming optimization method is adopted to realize trajectory tracking and stabilization with friction and joint constraints. The simulation shows that a 12-degree-of-freedom force-controlled biped robot model, adopting the method proposed in this paper, can recover from a 40 Nm disturbance when walking at 1.44 km/h without adjusting the foot placement, and can walk on an unknown 4 cm high stairs and a rotating slope with a maximum inclination of 10°. The method is also adopted to realize fast walking up to 6 km/h.
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spelling pubmed-72884532020-06-17 Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking Shi, Xuanyang Gao, Junyao Lu, Yizhou Tian, Dingkui Liu, Yi Sensors (Basel) Article Biped robots are similar to human beings and have broad application prospects in the fields of family service, disaster rescue and military affairs. However, simplified models and fixed center of mass (COM) used in previous research ignore the large-scale stability control ability implied by whole-body motion. The present paper proposed a two-level controller based on a simplified model and whole-body dynamics. In high level, a model predictive control (MPC) controller is implemented to improve zero moment point (ZMP) control performance. In low level, a quadratic programming optimization method is adopted to realize trajectory tracking and stabilization with friction and joint constraints. The simulation shows that a 12-degree-of-freedom force-controlled biped robot model, adopting the method proposed in this paper, can recover from a 40 Nm disturbance when walking at 1.44 km/h without adjusting the foot placement, and can walk on an unknown 4 cm high stairs and a rotating slope with a maximum inclination of 10°. The method is also adopted to realize fast walking up to 6 km/h. MDPI 2020-05-24 /pmc/articles/PMC7288453/ /pubmed/32456320 http://dx.doi.org/10.3390/s20102971 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Shi, Xuanyang
Gao, Junyao
Lu, Yizhou
Tian, Dingkui
Liu, Yi
Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title_full Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title_fullStr Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title_full_unstemmed Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title_short Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking
title_sort simulation of disturbance recovery based on mpc and whole-body dynamics control of biped walking
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7288453/
https://www.ncbi.nlm.nih.gov/pubmed/32456320
http://dx.doi.org/10.3390/s20102971
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