A Wiener Filter Based Band-Pass FIR Differentiator with Zero Delay

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Abstract

The calculation of signal derivatives is a sensitive operation in digital signal processing. This is due to the high pass nature of the derivative operation and the subsequent noise amplification. Bandlimited differentiator designs based on FIR approximations are therefore commonly used. Another prominent technique is Savitzky-Golay-filtering to design FIR differentiators. However, all of these techniques introduce a temporal shift by the (constant) group delay of the odd FIR filters. In this work we present a FIR differentiator design for band-pass signals based on a Wiener filter approach. Therefore, the differentiation task is treated as a signal estimation problem, which leads to a delay free FIR differentiator. The design specifications for the filter, e.g. the bandwidth, are formulated in the frequency range. The properties and performance of the approach are presented by means of comparative simulation studies.

Original languageEnglish
Title of host publicationI2MTC 2024 - Instrumentation and Measurement Technology Conference
Subtitle of host publicationInstrumentation and Measurement for Sustainable Future, Proceedings
PublisherInstitute of Electrical and Electronics Engineers
Number of pages6
ISBN (Electronic)9798350380903
DOIs
Publication statusPublished - 2024
Event2024 IEEE International Instrumentation and Measurement Technology Conference: I2MTC 2024 - Glasgow, United Kingdom
Duration: 20 May 202423 May 2024

Conference

Conference2024 IEEE International Instrumentation and Measurement Technology Conference
Abbreviated titleI2MTC 2024
Country/TerritoryUnited Kingdom
CityGlasgow
Period20/05/2423/05/24

Keywords

  • Differentiation
  • filter design
  • signal estimation
  • Wiener filtering

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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