一个自适应机器人控制算法映射到RM,一个高度并行实时应用的可重构机器

S. Erdogan, E.T. Tunali, N. Kuo
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引用次数: 2

摘要

本文描述了一种可重构机器(RM)的结构,专门针对机器人控制的逆动力学计算和并行平台上的神经网络控制策略进行了优化。通过定义具有多个处理组件的固定处理元素(PE)模型,并使用PE的本地存储器存储微指令来驱动并行处理器,可以克服在可重构平台上操作的困难。传统上,可重构平台被用来包含所有的执行序列,并且通常提供一个本地内存来存储必要的数据。已使用VHDL描述模型进行仿真、综合和优化,以映射到XILINX 4005 FPGA技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The mapping of an adaptive robot control algorithm onto RM, a reconfigurable machine for highly parallel real-time applications
The paper describes a configuration of the reconfigurable machine (RM) specifically optimized to handle inverse dynamics computation for robot control and to implement a neural network control strategy in a parallel platform. The difficulties of operating on a reconfigurable platform are overcome by defining a fixed processing element (PE) model with multiple processing components and by using the PE's local memory for storing micro-instructions to drive the parallel processors. Traditionally, reconfigurable platforms have been used to contain all the execution sequences and a local memory is usually provided to store the necessary data. VHDL description of the model has been used for simulation, synthesis and optimization for mapping to XILINX 4005 FPGA technology.<>
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