Title :
A sampling expansion for nonbandlimited signals in chromatic derivatives
Author :
Walter, Gilbert G. ; Shen, Xiaoping
Author_Institution :
Dept. of Math. Sci., Univ. of Wisconsin-Milwaukee, Milwaukee, WI, USA
fDate :
4/1/2005 12:00:00 AM
Abstract :
In this paper, we construct infinite-band filterbanks for perfect reconstruction (PR) using Hermite polynomials and Hermite functions. The analysis filters are linear combinations of derivative operators based on these polynomials-the so-called chromatic derivative filters. Together with the synthesis filterbanks, they give PR for a large class of signals that may have infinite bandwidth. Several other related filterbanks are discussed as well. The error in reconstruction for finite-channel chromatic derivative filterbanks is calculated. Examples are given to demonstrate the use of these chromatic filterbanks.
Keywords :
channel bank filters; polynomials; signal reconstruction; signal sampling; Hermite function; Hermite polynomial; chromatic derivative filter; infinite-band filterbank; nonbandlimited signal; perfect signal reconstruction; signal sampling expansion; Bandwidth; Chebyshev approximation; Image reconstruction; Image sampling; Nonlinear filters; Polynomials; Sampling methods; Signal analysis; Signal sampling; Signal synthesis;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2005.843745