Quadruped Robot Creeping Gait Stability Analysis and Optimization Using PSO

Firas A.Raheem, Murtadha Khudhair Flayyih
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引用次数: 4

Abstract

The potential ability of the quadruped (four-legged) robot locomotion has been used for many different applications such as walking over soft and rough terrains. These applications are needed to grantee the mobility and flexibility. Generally, quadruped robots have three main periodic gaits: creeping gait, running gait and galloping gait. The stability criteria is the main problem of the quadruped robot during walking with a slow motion gait such as creeping gait. The static stability gait is completely depends on the stability margins during the walking which have been calculated in this paper. The quadruped robot kinematic model of the forward and inverse kinematics for each 3-DOF leg has been calculated which leading to find the minimum stability margins during walking on the vertical geometrical projection of the robot body. These margins are needed to be optimized for achieving the best stability margin during the robot walking.in this paper we using the PSO optimization algorithm to find the best value of the stability margin. Simulation and results verify the stability margin range values and the optimized results.
基于粒子群算法的四足机器人爬行步态稳定性分析与优化
四足机器人运动的潜在能力已被用于许多不同的应用,例如在柔软和粗糙的地形上行走。需要这些应用程序来保证移动性和灵活性。一般来说,四足机器人有三种主要的周期步态:爬行步态、奔跑步态和飞奔步态。四足机器人以爬行步态等慢运动步态行走时,其稳定性判定是主要问题。静态稳定步态完全取决于行走过程中的稳定裕度,本文计算了稳定裕度。计算了四足机器人每条三自由度腿的正运动学和逆运动学的运动学模型,从而求出机器人身体垂直几何投影上行走时的最小稳定余量。为了在机器人行走过程中获得最佳的稳定裕度,需要对这些裕度进行优化。本文采用粒子群优化算法求稳定裕度的最优值。仿真和结果验证了稳定性裕度范围值和优化结果。
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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