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FIR Filter Implementation for High-Performance Application in a High-End FPGA

机译:高端FPGA中高性能应用的FIR滤波器实现

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In this paper a high-performance application which uses multiple 48k tap FIR filters is presented. Due to its size, complexity and restrictions such as real-time, small latency and large memory bandwidth, the filter was implemented in UltraScale+, a high-end FPGA from Xilinx. The system was verified using a gold reference model written in C (high-level algorithm verification) and an analytical model calculated manually. The system was also tested using a development board and SystemVerilog (for register-transfer level and timing verification). The obtained results show a perfect match between the reference models and the actual output. The main novelty of the paper is the implementation of such a immense real-time signal processing system based on FIR filters consisting of over a million taps all together in a single chip. Details about the resources allocated within the FPGA are also given in a table in the results chapter.
机译:本文提出了一种高性能应用,该应用使用了多个48k抽头FIR滤波器。由于其尺寸,复杂性以及实时性,小延迟和大存储带宽等限制,该滤波器是在Xilinx的高端FPGA UltraScale +中实现的。使用C语言编写的黄金参考模型(高级算法验证)和手动计算的分析模型对系统进行了验证。还使用开发板和SystemVerilog对系统进行了测试(用于寄存器传输级别和时序验证)。获得的结果表明参考模型与实际输出之间完美匹配。本文的主要新颖之处在于实现了这样一个庞大的实时信号处理系统,该系统基于FIR滤波器,该FIR滤波器由超过一百万个抽头组成,并在单个芯片中在一起。结果章节的表格中也提供了有关FPGA内部分配资源的详细信息。

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