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Optimised torque trajectory for humanoid robot based on human gait data

机译:基于人体步态数据的仿人机器人优化扭矩轨迹

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摘要

This paper presents an optimised torque trajectory for biped robot based on human walking gait data. A mathematical dynamic model of leg of a biped robot having active hip, knee and ankle joint is considered here for walking performance. The torque trajectory obtained from mathematical calculation of dynamics of human leg is optimised on the basis of a cost function to minimise the energy dissipation. Torque trajectory of human leg is obtained using simulation software BRG LifeMOD. The three torque trajectories namely simulated, calculated and optimised are compared, and the optimised trajectory obtained in this paper can be directly used as input to the control theoretic applications of walking humanoid robot. Therefore, the proposed method can be used to generate an optimised torque trajectory.
机译:本文提出了一种基于人类步行步态数据的两足机器人的最优转矩轨迹。这里考虑了具有活跃的髋部,膝盖和踝关节的两足动物机器人的腿的数学动力学模型,以用于步行性能。在成本函数的基础上优化了从人体腿部动力学数学计算获得的扭矩轨迹,以最大程度地减少了能量消耗。使用仿真软件BRG LifeMOD获得人腿的扭矩轨迹。比较了三种模拟,计算和优化的转矩轨迹,本文获得的优化轨迹可直接作为行走人形机器人控制理论应用的输入。因此,所提出的方法可以用于产生优化的转矩轨迹。

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