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Energy-Efficiency-Based Gait Control System Architecture and Algorithm for Biped Robots

机译:基于能量效率的两足机器人步态控制系统架构和算法

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摘要

A novel systematic architecture and algorithm of gait control based on energy-efficiency optimization is represented, aiming at the fatal problem of high energy consumption for biped robots walking in unstructured environments. By designing an optimal controller to minimize the energy criterion, the proposed method provides a remarkable descend rate of energy consumption in the trunk-rotation walking mechanism. The proposed algorithm is able to optimize the trunk trajectory by minimizing the energy-related cost function while guaranteeing zero-moment point (ZMP) criterion. Simulations and experimental results show the validity of the method.
机译:提出了一种基于能量效率优化的步态控制的新型系统架构和算法,旨在解决两足机器人在非结构化环境中行走的高能耗这一致命问题。通过设计一个最佳控制器以最小化能量准则,该方法在躯干旋转行走机构中提供了显着的能量下降速率。该算法能够在保证零矩点(ZMP)标准的同时,通过最小化与能量相关的成本函数来优化躯干轨迹。仿真和实验结果表明了该方法的有效性。

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