DocumentCode :
3812842
Title :
Chromatic Derivatives and Local Approximations
Author :
Aleksandar Ignjatovic
Author_Institution :
Sch. of Comput. Sci. & Eng., Univ. of New South Wales, Sydney, NSW, Australia
Volume :
57
Issue :
8
fYear :
2009
Firstpage :
2998
Lastpage :
3007
Abstract :
We present a detailed motivation for the notions of chromatic derivatives and chromatic expansions. Chromatic derivatives are special, numerically robust linear differential operators; chromatic expansions are the associated local expansions, which possess the best features of both the Taylor and the Nyquist expansions. We give a simplified treatment of some of the basic properties of chromatic derivatives and chromatic expansions which are relevant for applications. We also consider some signal spaces with a scalar product defined by a Cesaro-type sum of products of chromatic derivatives, as well as an approximation of such a scalar product which is relevant for signal processing. We also introduce a new kind of local approximations based on trigonometric functions.
Keywords :
"Signal processing","Polynomials","Pulse amplifiers","Equalizers","Writing","Australia","Sampling methods","Fourier transforms","Robustness","Fourier series"
Journal_Title :
IEEE Transactions on Signal Processing
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2009.2020749
Filename :
4813249
Link To Document :
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