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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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 |
work_keys_str_mv |
AT chuntingjiao adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget AT junyang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget AT xueqianwang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget AT binliang adaptivecoordinatedmotioncontrolwithvariableforgettingfactorforadualarmspacerobotinpostcaptureofanoncooperativetarget |
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1724525127148765184 |