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数字滤波:心理生理学家的背景知识与教程

Digital filtering: background and tutorial for psychophysiologists.

作者信息

Cook E W, Miller G A

机构信息

Department of Psychology, University of Alabama, Birmingham 35294.

出版信息

Psychophysiology. 1992 May;29(3):350-67. doi: 10.1111/j.1469-8986.1992.tb01709.x.

Abstract

Digital filtering offers more to psychophysiologists than is commonly appreciated. An introduction is offered here to foster the explicit design and use of digital filters. Because of considerable confusion in the literature about terminology important to both analog and digital filtering, basic concepts are reviewed and clarified. Because some time series concepts are fundamental to digital filtering, these are also presented. Examples of filters commonly used in psychophysiology are given, and procedures are presented for the design and use of one type of digital filter. Properties of some types of digital filters are described, and the relative advantages of simple analog and digital filters are discussed.

摘要

数字滤波为心理生理学家提供的作用比人们普遍认识到的更多。本文旨在介绍数字滤波器,以促进其明确的设计和使用。由于文献中对模拟和数字滤波都很重要的术语存在相当大的混淆,因此对基本概念进行了回顾和澄清。由于一些时间序列概念是数字滤波的基础,所以也对其进行了介绍。文中给出了心理生理学中常用滤波器的示例,并介绍了一种数字滤波器的设计和使用方法。描述了某些类型数字滤波器的特性,并讨论了简单模拟滤波器和数字滤波器的相对优势。

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