Application of active force control and iterative learning in a 5-link biped robot

被引:28
作者
Kwek, LC
Wong, EK
Loo, CK
Rao, MVC
机构
[1] Multimedia University,Faculty of Engineering and Technology
[2] Jalan Ayer Keroh Lama,undefined
关键词
biped; proportional-derivative control; active force control; crude approximation; iterative learning;
D O I
10.1023/A:1024187206507
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the efficacy of the implementation of the conventional Proportional-Derivative (PD) controller and different Active Force Control (AFC) strategies to a 5-link biped robot through a series of simulation studies. The performance of the biped system is evaluated by making the biped walk on a horizontal flat surface, in which the locomotion is constrained within the sagittal plane. Initially, a classical PD controller has been used to control the biped robot. Then, a disturbance elimination method called Active Force Control ( AFC) schemes has been incorporated. The effectiveness and robustness of the AFC as "disturbance rejecter" has been examined when a conventional crude approximation (AFCCA), and an intelligent active force control scheme, which is known as Active Force Control and Iterative Learning (AFCAIL) are employed. It is found that for both of the AFC control schemes proposed, the system is robust and stable even under the influence of disturbances. An attractive feature of the AFCAIL scheme is that inertia matrix tuning becomes much easier and automatic without any degradation in the performance.
引用
收藏
页码:143 / 162
页数:20
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