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Simultaneous Optimization of Trajectory and Parameter for Biped Robot with Series Elastic Actuators

机译:具有串联弹性致动器的双面机器人轨迹和参数的同时优化

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摘要

Nowadays, robots are being introduced to various fields. Since existing environmentsand tools are designed for humans, humanoid robots are particularly expected to be adaptableto human society and highly versatile.Recent researches proposed using Series Elastic Actuators(SEAs) as actuators of biped robots. In the SEA, a motor and a link joint are connected bya spring, therefore it enables to reduce the damages to the motor which are caused by high-frequency impact forces owing to elasticity.However, it is still a challenging problem to determinethe stiffness of SEAs and control imput. Furthermore, conventional walking robots have a moreserious problem that they are not energy efficient and camnot work contimuously for a long time.This paper presents a method for biped robots with SEAs to walk efficiently, by optimizingeach joint trajectory and spring stiffness simultaneously. We also propose a trajectory trackingcontrol method using input-output linearization, and the performance of the proposed controlleris verified with a numerical simulation.
机译:如今,机器人正在引入各种领域。由于现有的环境和工具专为人类而设计,因此尤其预期人类机器人是AdaptableTo人类社会和高度通用的。使用系列弹性执行器(SEA)作为Biped机器人的执行器提出的研究。在海中,电动机和连杆接头通过S弹簧连接,因此它能够减小由由于弹性而导致的高频冲击力引起的电动机的损坏。然而,确定刚度仍然是一个具有挑战性的问题海洋和控制偶尔。此外,传统的行走机器人具有良好的问题,即它们不是节能,并且迷路长时间运转。这篇论文通过优化的关节轨迹和弹簧刚度同时通过优化的接头轨迹和弹簧刚度呈现了具有海洋的弯曲机器人的方法。我们还提出了一种使用输入输出线性化的轨迹跟踪控制方法,并通过数值模拟验证了所提出的控制器的性能。

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