Ultra narrowband filtering with Prism signal processing: Design and simulation

M. Henry
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引用次数: 6

Abstract

Prism signal processing is a new FIR filtering technique offering a fully recursive calculation and simple filter design. Its low design and computational cost are particularly suited to the autonomous signal processing requirements for the Internet of Things. This paper describes how arbitrarily narrow bandpass filters may be designed and implemented using a chain of six Prisms. In one simulation, a design with 40 MHz sampling rate, 1 MHz central frequency and 0.1 Hz bandwidth results in an FIR filter of length 771 million samples. This filter can be evaluated in 0.39 μs per sample on a desktop computer: to achieve this update rate using a conventional non-recursive FIR calculation would require supercomputer resources.
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棱镜信号处理超窄带滤波:设计与仿真
棱镜信号处理是一种新的FIR滤波技术,具有完全递归计算和简单的滤波器设计。其低廉的设计和计算成本特别适合物联网的自主信号处理要求。本文描述了如何使用六棱镜链设计和实现任意窄带通滤波器。在一个仿真中,采用40 MHz采样率、1 MHz中心频率和0.1 Hz带宽的设计,可以得到长度为7.71亿个样本的FIR滤波器。在台式计算机上,该滤波器可以以每个样本0.39 μs的速度进行评估:使用传统的非递归FIR计算来实现这个更新速率将需要超级计算机资源。
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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