Comparative analysis of DSP and intel processors by implementing FFTs using parallel programming for underwater signal processing applications

U. Hamid, H. Shahzad, M. Irfan
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Abstract

This paper presents Fast Fourier Transform (FFT) benchmark results to measure and compare the performance of various DSP and Intel processors for underwater signal processing applications. This paper aims to show performance enhancement in Intel processors as compared to DSP processors by using parallel programming for implementing signal processing functions in real time. This paper provides results that show a significant decrease in FFT execution time on an Intel based Multicore processor using parallel programming. Therefore comparative analysis among different processor architectures presented in this paper will help the system designers in selecting an optimal processor for underwater signal processing applications.
利用并行编程实现fft在水下信号处理中的应用,对DSP和intel处理器进行了比较分析
本文给出了快速傅里叶变换(FFT)基准测试结果,用于测量和比较各种DSP和英特尔处理器在水下信号处理应用中的性能。本文旨在通过使用并行编程实现实时信号处理功能,展示英特尔处理器与DSP处理器相比的性能增强。本文提供的结果显示,使用并行编程在基于Intel的多核处理器上显著减少FFT执行时间。因此,本文所提出的不同处理器架构之间的比较分析将有助于系统设计者为水下信号处理应用选择最佳的处理器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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