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Engineering Brief

Tutorial on Scaling of the Discrete Fourier Transform and the Implied Physical Units of the Spectra of Time-Discrete Signals

Authors: Ahrens, Jens; Andersson, Carl; Höstmad, Patrik; Kropp, Wolfgang

AES Convention 148 · Paper 600 · May 2020

Abstract

The combination of the time-discrete property of digital signals together with the commonly employed definition of the discrete Fourier transform (DFT) can cause ambiguity when interpreting magnitude spectra with respect to the physical unit of the signal under consideration. Standardized scaling of spectra increases the comparability of frequency-domain data that are published in scientific articles or data sheets of commercial products. We present and discuss in this tutorial a collection of the most relevant scaling options for DFT spectra to yield amplitude spectra, power spectra, and power density spectra, and we illustrate how an implied physical unit of the underlying signal is reflected by the magnitude of the spectrum. The tutorial is accompanied by Matlab/Octave scripts that demonstrate the different cases.

Details

Published in
AES Convention 148
AES Convention
148
Paper number
600
Publication date
May 6, 2020
Session subject
Signal Processing
Affiliation
Chalmers University of Technology (See document for exact affiliation information.)
Type
Engineering Brief