FPGA realization of Caputo and Grünwald-Letnikov operators

Mohamed F. Tolba, A. M. Abdelaty, L. Said, A. Elwakil, A. Azar, A. Madian, A. Ouannas, A. Radwan
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引用次数: 23

Abstract

This paper proposes a hardware platform implementation on FPGA for two fractional-order derivative operators. The Grünwald-Letnikov and Caputo definitions are realized for different fractional orders. The realization is based on non-uniform segmentation algorithm with a variable lookup table. A generic implementation for Grünwald-Letnikov is proposed and a 32 bit Fixed Point Booth multiplier radix-4 is used for Caputo implementation. Carry look-ahead adder, multi-operand adder and booth multiplier are used to improve the performance and other techniques for area and delay minimization have been employed. A comparison between the two presented architectures is introduced. The proposed designs have been simulated using Xilinx ISE and realized on FPGA Xilinx virtex-5 XC5VLX50T. The total area of 2515 look up tables is achieved for Caputo implementation, and maximum frequency of 54.11 MHz and 1498 slices are achieved for Grünwald-Letnikov architecture.
Caputo和gr nwald- letnikov算子的FPGA实现
提出了一种基于FPGA的两个分数阶导数算子的硬件平台实现方法。实现了不同分数阶的格 nwald- letnikov定义和Caputo定义。该算法是基于可变查找表的非均匀分割算法实现的。提出了gr nwald- letnikov的通用实现,并使用32位定点布斯乘法器基数-4进行Caputo实现。采用进位预加法器、多操作加法器和亭乘法器来提高性能,并采用了其他最小化面积和延迟的技术。介绍了两种体系结构之间的比较。采用Xilinx ISE进行了仿真,并在Xilinx virtex-5 XC5VLX50T FPGA上实现。Caputo实现实现了2515个查找表的总面积,gr nwald- letnikov架构实现了54.11 MHz的最大频率和1498个切片。
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