使用数字串行算法实现高效FFT

Yun-Nan Chang, K. K. Parhi
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引用次数: 17

摘要

本文提出了一种基于基数-4实时抽取算法的流水线FFT处理器的高效实现方法,并使用了数字-串行算术单元。通过将顺序输入样本分割成并行的数字串行数据流,该架构不仅可以实现接近100%的硬件利用率,而且与以前的数字串行FFT处理器相比,所需的内存也少得多。此外,在FFT处理器中,需要若干个ROM模块来存储旋转因子。通过利用这些因素的冗余性,ROM的总大小可以有效地减少2倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient FFT implementation using digit-serial arithmetic
This paper presents an efficient implementation of the pipeline FFT processor based on the radix-4 decimation-in-time algorithm with the use of digit-serial arithmetic units. By splitting the sequential input sample into parallel digit-serial data streams, the proposed architecture can not only achieve nearly 100% hardware utilization, but also require much less memory compared with the previous digit-serial FFT processors. Furthermore, in FFT processors, several modules of ROM are required for the storage of twiddle factors. By exploiting the redundancy of the factors, the overall ROM size can be effectively reduced by a factor of 2.
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