A systolic array chip for robot inverse dynamics computation

Mehdi Rahman, D. Meyer
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Abstract

To ensure smooth and accurate movement of a robot arm, the robot inverse dynamics problem must be solved at each servo sampling. The computation of this problem, however, is a mathematically intense task which degrades the sampling period of presentday robot control systems. In addition to the repetitive requirement for its evaluation, the linearly recursive and computer-bound properties of the robot inverse dynamics problem using the Newton-Euler (N-E) equations of motion suggest that it is amenable for direct mapping onto a fixed systolic array structure. This paper presents such an architecture and discusses its implementation in 1-micron CMOS technology, to compute the N-E algorithm for an n-link manipulator, within a period of 69+12n clock cycles. For a six-link robot manipulator operating at the maximum device frequency of 25 MHz, the total execution time is 5.64 mu s. The die size of this robot controller chip is 530*485 square mils, and its estimated power dissipation at the specified frequency is 3.5 watts.<>
一种用于机器人逆动力学计算的收缩阵列芯片
为了保证机器人手臂运动的平稳、准确,每次伺服采样时都必须求解机器人的逆动力学问题。然而,这一问题的计算是一项数学上的艰巨任务,它降低了现有机器人控制系统的采样周期。除了对其评估的重复性要求外,使用牛顿-欧拉(N-E)运动方程的机器人逆动力学问题的线性递归和计算机约束性质表明,它可以直接映射到固定的收缩阵列结构上。本文提出了这种结构,并讨论了其在1微米CMOS技术上的实现,以在69+12n时钟周期内计算N-E算法。对于工作在最大设备频率为25 MHz的六连杆机器人机械手,总执行时间为5.64 μ s。该机器人控制器芯片的芯片尺寸为530*485平方密尔,其在指定频率下的估计功耗为3.5瓦。
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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