Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target

To overcome the problem of dynamics coupling between a space robot and a target satellite, this study introduces a new coordinated motion control approach with an adaptive filtering algorithm for a dual-arm free-floating space robot. Based on the reaction null space control scheme, one arm is used t...

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Main Authors: Chunting Jiao, Jun Yang, Xueqian Wang, Bin Liang
Format: Article
Language:English
Published: SAGE Publishing 2019-09-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881419872342
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spelling doaj-8fb9f5ddbf564d04bd7207084344c5982020-11-25T03:42:25ZengSAGE PublishingInternational Journal of Advanced Robotic Systems1729-88142019-09-011610.1177/1729881419872342Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative targetChunting Jiao0Jun Yang1Xueqian Wang2Bin Liang3 Graduate School at Shenzhen, Tsinghua University, Shenzhen, People’s Republic of China Department of Automation, Tsinghua University, Beijing, People’s Republic of China Shenzhen Laboratory of Space Robotics and Telescience, Shenzhen, People’s Republic of China Shenzhen Laboratory of Space Robotics and Telescience, Shenzhen, People’s Republic of ChinaTo overcome the problem of dynamics coupling between a space robot and a target satellite, this study introduces a new coordinated motion control approach with an adaptive filtering algorithm for a dual-arm free-floating space robot. Based on the reaction null space control scheme, one arm is used to complete the capture task and the other to counteract disturbance to the space base. However, when space robot captures a noncooperative target, the system may experience abrupt changes in dynamic parameters and output measurement noise, which can cause traditional control methods to achieve poor results in practical applications. Thus, an adaptive filtering algorithm with a variable forgetting factor is proposed to improve the tracking capabilities and robustness of the system. The convergence analysis is performed based on a Lyapunov function. The simulation results demonstrate the effectiveness of the proposed algorithm.https://doi.org/10.1177/1729881419872342
collection DOAJ
language English
format Article
sources DOAJ
author Chunting Jiao
Jun Yang
Xueqian Wang
Bin Liang
spellingShingle Chunting Jiao
Jun Yang
Xueqian Wang
Bin Liang
Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
International Journal of Advanced Robotic Systems
author_facet Chunting Jiao
Jun Yang
Xueqian Wang
Bin Liang
author_sort Chunting Jiao
title Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
title_short Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
title_full Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
title_fullStr Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
title_full_unstemmed Adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
title_sort adaptive coordinated motion control with variable forgetting factor for a dual-arm space robot in post-capture of a noncooperative target
publisher SAGE Publishing
series International Journal of Advanced Robotic Systems
issn 1729-8814
publishDate 2019-09-01
description To overcome the problem of dynamics coupling between a space robot and a target satellite, this study introduces a new coordinated motion control approach with an adaptive filtering algorithm for a dual-arm free-floating space robot. Based on the reaction null space control scheme, one arm is used to complete the capture task and the other to counteract disturbance to the space base. However, when space robot captures a noncooperative target, the system may experience abrupt changes in dynamic parameters and output measurement noise, which can cause traditional control methods to achieve poor results in practical applications. Thus, an adaptive filtering algorithm with a variable forgetting factor is proposed to improve the tracking capabilities and robustness of the system. The convergence analysis is performed based on a Lyapunov function. The simulation results demonstrate the effectiveness of the proposed algorithm.
url https://doi.org/10.1177/1729881419872342
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AT junyang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget
AT xueqianwang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget
AT binliang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget
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