Effect of motion parameters on time optimal path of biped robot using PSO algorithm

Nasim Zafari, Mohammad Hasan Ghesemi
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Abstract

Designing of stable time optimal path for bipeds is one of the main issues in motion of bipeds. Motion parameters such as participation of motion phases and the distance between hip joint and ankle joint of support leg at the beginning and the end of the single support phase, have important effect in designing of time optimal path. In this paper the effect of these two motion parameters on time optimal path is discussed. At first, time optimal path is designed by particle swarm optimization algorithm considering definite participation of double support phase and actuators torque limitation. To ensure Stability, motion of a biped needs to follow specific pattern to comply with certain stability criterion such as zero moment point. Then the effect of double support phase on time optimal path and torque limitation on participation of the double support phase which satisfies time optimal path are studied. Finally effect of distance between hip joint and ankle joint of support leg at the beginning and the end of the single support phase on time optimal path is investigated.
运动参数对双足机器人时间最优路径的影响
两足动物稳定时最优路径的设计是两足动物运动中的主要问题之一。单个支撑阶段开始和结束时运动阶段的参与、支撑腿髋关节与踝关节之间的距离等运动参数对时间最优路径的设计有重要影响。本文讨论了这两个运动参数对时间最优路径的影响。首先,考虑双支撑相位的确定参与和执行机构的扭矩限制,采用粒子群优化算法设计时间最优路径;为了保证稳定性,双足动物的运动需要遵循特定的规律,以满足一定的稳定性准则,如零力矩点。然后研究了双支撑相位对时间最优路径的影响以及满足时间最优路径的双支撑相位参与的扭矩限制。最后研究了单支撑阶段开始和结束时支撑腿髋关节与踝关节之间的距离对时间最优路径的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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