Optimal control of multiple-arm robotic systems using gradient method

A. Babazadeh, N. Sadati
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引用次数: 10

Abstract

Optimal control frameworks are very important in optimization of multiple-arm robotic systems, although complexity, non-linearity and having large scales usually cause some computational problems in the capacity and time needed. In this paper, coordination of multiple-arm robotic systems in order to carry a rigid object is considered and the state space equations for the overall system are developed. Coordination of the robot arms is done through minimizing a related cost function based on the gradient method. This method is simple and easy to be used.
基于梯度法的多臂机器人系统优化控制
最优控制框架在多臂机器人系统的优化设计中具有重要的意义,但其复杂性、非线性和规模较大往往会导致计算能力和时间上的问题。本文研究了多臂机器人系统为搬运刚性物体而进行的协调问题,建立了整个系统的状态空间方程。基于梯度法,通过最小化相关的代价函数来实现机器人手臂的协调。该方法简便易行。
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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