基于UltraScale FPGA的改进FIR滤波器设计与性能分析

B. Das, Javed Ali Jamali, Mahendar Kumar, Dilip Kumar Ramnani, Z. A. Memon
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摘要

许多研究讨论并表明,基于某些应用,滤波器的模拟设计存在设计复杂、重复使用限制以及在不同频率下产生输出的准确性等问题。因此,对于有限脉冲响应滤波器和无限脉冲响应滤波器,首选的是数字滤波器设计,而不是模拟滤波器设计。本文演示了数字FIR滤波器的设计,采用超大规模现场编程门阵列进行设计。该滤波器采用系数乘法器设计,采用标准符号数CSD技术。通过超大规模FPGA的实时实现,对数字滤波器进行了优化设计。设计了该滤波器,并与普通滤波器在10mhz和10ghz频率下进行了测试。用16位码流的响应速率对系统进行了性能分析。结果表明,在FPGA中设计10 MHz频率的FIR滤波器,在10 GHz频率下的响应速度提高了30%,在LVCOMS的IO标准下的响应速度提高了15%。本文提出的基于超大规模FPGA的有限脉冲响应滤波器改进设计有助于提高设计性能,提高FIR滤波器的整体响应速度,这是普通滤波器所缺乏的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and Performance Analysis of Improved FIR Filter using UltraScale FPGA
It is discussed in many studies and demonstrated in the many researches that based on certain applications, analog design of filter has several issues including complex design, re-use Limitations, and accuracy of generating the output at various frequencies. Therefore, instead of analog filter design the digital design of the filter is preferred for both Finite and Infinite Impulse Response Filter. This paper demonstrates the design of the digital FIR filter designed is demonstrated using ultrascale Field Programming Gate Array. The filter is designed using Coefficient multiplier via Canonic Signed Digit – CSD Technique. The optimized design of digital filter is carried out via real-time implementation is performed using Ultra Scale FPGA. The filter is designed and tested with ordinary filter at 10 MHz and 10 GHz frequencies. The performance analysis of the system is illustrated using the response rate at the bit stream of 16 bit. In the results, it is demonstrated that for 10 MHz frequency design FIR filter in FPGA the 30% faster response filter is achieved at for 10 GHz, the 15% faster response is achieved at the IO Standard of LVCOMS. The proposed Improved Finite Impulse Response Filter Design using Ultra Scale FPGA helps in increasing design performance to increase the speed of overall response of FIR filter that is lacking in ordinary Filters.
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