Towards an autonomous small-size humanoid robot: design issues and control strategies

Filipe M. T. Silva, Vítor M. F. Santos
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引用次数: 10

Abstract

This paper presents the design considerations of a small-size humanoid robot. The design process has revealed much about the several problems, challenges and tradeoffs imposed by biped locomotion. Among them, we here focus on the control of a single leg and its behaviour when assuming a forward motion. The controller is based on simple motion goals taking into account the reaction forces between the feet and the ground. A new method is proposed which appears to be well adapted to the class of problem considered: the use of a fractional-order controller combined with a genetic algorithm for optimal tuning of the control parameters. The control algorithm is tested through several simulations and its robustness is discussed.
面向自主小型人形机器人:设计问题与控制策略
本文介绍了一种小型人形机器人的设计思想。设计过程揭示了许多关于双足运动所带来的问题、挑战和权衡。其中,我们在这里重点关注单腿的控制及其在假设向前运动时的行为。控制器是基于简单的运动目标,考虑到脚和地面之间的反作用力。提出了一种新的方法,该方法似乎很好地适应了所考虑的这类问题:使用分数阶控制器结合遗传算法进行控制参数的最优整定。通过仿真验证了该控制算法的有效性,并对其鲁棒性进行了讨论。
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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