DocumentCode
744028
Title
Application of the Mittag-Leffler expansion to sampling discontinuous signals
Author
Corinthios, Michael J.
Author_Institution
Ecole Polytech. de Montreal, Montreal, QC, Canada
Volume
7
Issue
9
fYear
2013
Firstpage
863
Lastpage
878
Abstract
In applying Shannon´s sampling theorem, evaluation of the sampled signal Fourier spectrum is based on the fact that sampling the continuous-time signal is the result of multiplying the signal by distributions. If the signal has discontinuities, a multiplication of distributions - an undefined operation - is encountered. Such undefined operation has led to errors in the literature which to date accompany the formulation of sampling of signals containing discontinuities. This paper presents an approach to evaluating the product of distributions as a means of sampling discontinuous signals, eliminating such errors. It is shown that the value of the product of distributions may be found by invoking the Mittag-Leffler expansion. As an illustration of errors that have existed for decades and still exist in the digital signal processing literature whenever discontinuous signals are sampled the approach of impulse invariance provides a case in point. It was already noted that this approach has an inherent error. Yet, impulse invariance is still considered as one of the two main approaches for converting analogue to digital filters. In this study, the true spectra of sampled discontinuous signals are evaluated, and a new approach to the transformations between continuous-time and discrete-time systems eliminating the error, is proposed.
Keywords
Fourier transforms; signal sampling; Mittag-Leffler expansion; Shannon sampling theorem; analogue filters; continuous-time signal sampling; continuous-time systems; digital filters; digital signal processing; discontinuous signal sampling; discrete-time systems; distribution product evaluation; impulse invariance; sampled signal Fourier spectrum;
fLanguage
English
Journal_Title
Signal Processing, IET
Publisher
iet
ISSN
1751-9675
Type
jour
DOI
10.1049/iet-spr.2013.0019
Filename
6670920
Link To Document