Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming

Biped robot research has always been a research focus in the field of robot research. Among them, the motion control system, as the core content of the biped robot research, directly determines the stability of the robot walking. Traditional biped robot control methods suffer from low model accuracy...

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Main Authors: Xiaokun Leng, Songhao Piao, Lin Chang, Zhicheng He, Zheng Zhu
Format: Article
Language:English
Published: Hindawi-Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/2789039
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spelling doaj-978adc95b1824f39a1b18914f349bff12020-11-25T04:07:52ZengHindawi-WileyComplexity1099-05262020-01-01202010.1155/2020/27890392789039Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic ProgrammingXiaokun Leng0Songhao Piao1Lin Chang2Zhicheng He3Zheng Zhu4School of Computer ScienceSchool of Computer ScienceSchool of Computer ScienceSchool of Computer ScienceLeju (Shenzhen) RoboticsBiped robot research has always been a research focus in the field of robot research. Among them, the motion control system, as the core content of the biped robot research, directly determines the stability of the robot walking. Traditional biped robot control methods suffer from low model accuracy, poor dynamic characteristics of motion controllers, and poor motion robustness. In order to improve the walking robustness of the biped robot, this paper solves the problem from three aspects: planning method, mathematical model, and control method, forming a robot motion control framework based on the whole-body dynamics model and quadratic planning. The robot uses divergent component of motion for trajectory planning and introduces the friction cone contact model into the control frame to improve the accuracy of the model. A complete constraint equation system can ensure that the solution of the controller meets the dynamic characteristics of the biped robot. An optimal controller is designed based on the control framework, and starting from the Lyapunov function, the convergence of the optimal controller is proved. Finally, the experimental results show that the method is robust and has certain anti-interference ability.http://dx.doi.org/10.1155/2020/2789039
collection DOAJ
language English
format Article
sources DOAJ
author Xiaokun Leng
Songhao Piao
Lin Chang
Zhicheng He
Zheng Zhu
spellingShingle Xiaokun Leng
Songhao Piao
Lin Chang
Zhicheng He
Zheng Zhu
Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
Complexity
author_facet Xiaokun Leng
Songhao Piao
Lin Chang
Zhicheng He
Zheng Zhu
author_sort Xiaokun Leng
title Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
title_short Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
title_full Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
title_fullStr Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
title_full_unstemmed Universal Walking Control Framework of Biped Robot Based on Dynamic Model and Quadratic Programming
title_sort universal walking control framework of biped robot based on dynamic model and quadratic programming
publisher Hindawi-Wiley
series Complexity
issn 1099-0526
publishDate 2020-01-01
description Biped robot research has always been a research focus in the field of robot research. Among them, the motion control system, as the core content of the biped robot research, directly determines the stability of the robot walking. Traditional biped robot control methods suffer from low model accuracy, poor dynamic characteristics of motion controllers, and poor motion robustness. In order to improve the walking robustness of the biped robot, this paper solves the problem from three aspects: planning method, mathematical model, and control method, forming a robot motion control framework based on the whole-body dynamics model and quadratic planning. The robot uses divergent component of motion for trajectory planning and introduces the friction cone contact model into the control frame to improve the accuracy of the model. A complete constraint equation system can ensure that the solution of the controller meets the dynamic characteristics of the biped robot. An optimal controller is designed based on the control framework, and starting from the Lyapunov function, the convergence of the optimal controller is proved. Finally, the experimental results show that the method is robust and has certain anti-interference ability.
url http://dx.doi.org/10.1155/2020/2789039
work_keys_str_mv AT xiaokunleng universalwalkingcontrolframeworkofbipedrobotbasedondynamicmodelandquadraticprogramming
AT songhaopiao universalwalkingcontrolframeworkofbipedrobotbasedondynamicmodelandquadraticprogramming
AT linchang universalwalkingcontrolframeworkofbipedrobotbasedondynamicmodelandquadraticprogramming
AT zhichenghe universalwalkingcontrolframeworkofbipedrobotbasedondynamicmodelandquadraticprogramming
AT zhengzhu universalwalkingcontrolframeworkofbipedrobotbasedondynamicmodelandquadraticprogramming
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