基于混合零动力学运动规划的欠驱动两连杆双足步行机器人可行轨迹的比较研究

Shri Ishwaryaa S. V., Akshay Kumar, V. Sangwan
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引用次数: 0

摘要

欠驱动双足步行机器人的控制是一个活跃的研究领域。基于混合零动力学的运动规划是一种非常常用的机器人轨迹规划技术。探索通过这种方法获得的最优轨迹的解空间,可以通过观察可能的速度、能量消耗等,潜在地增加我们对双足行走的理解。很少有研究对通过这种方法获得的行走轨迹进行详细的解空间探索。本文试图填补这一空白,通过执行混合零动力学为基础的解空间探索的欠驱动双连杆双足动物与一个点质量在臀部作为躯干的代理。所选择的两足动物的参数与普通人相似。此外,还对不同目标函数的解进行了比较。最后,进行了无量纲分析,以确定是否存在行走轨迹动力学中的主导项。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comparative Study of Feasible Trajectories for an Under-Actuated Two-Link Bipedal Walking Robot With Hybrid Zero Dynamics Based Motion Planning
Control of under-actuated bipedal walking robots has been an active area of research for many decades. Hybrid zero dynamics based motion planning is a technique very commonly used to plan trajectories for these robots. Exploring the solution space of optimal trajectories obtained through this method can potentially increase our understanding of bipedal walking by observing possible speeds, energy consumption etc. Very few studies are available with detailed solution space explorations of walking trajectories obtained through this method. This paper attempts to fill this gap by performing a hybrid zero dynamics based solution space exploration for an under-actuated two-link biped with a point mass at the hip as a proxy for the torso. The parameters of the biped chosen are similar to that of an average human. In addition, a comparison of the solutions obtained for different objective functions is carried out. Lastly, a non-dimensional analysis is done to identify if there are any dominant terms in the dynamics of the walking trajectories.
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