DocumentCode
1801330
Title
Integer- and rational-coefficient M-band wavelet
Author
Dai, Wei ; Tran, Trac D. ; Oraintara, Soontom ; Nguyen, Truong Q.
Author_Institution
ECE Dept., Johns Hopkins Univ., Baltimore, MD, USA
Volume
3
fYear
2002
fDate
2002
Abstract
This paper introduces a family of symmetric biorthogonal M-band wavelets with rational and integer coefficients and up to 2 degrees of regularity. Unlike previous approaches, we construct M-band wavelets by adding simple pre/post-filtering modules along the block boundaries of the traditional block DCT framework. Integer- and rational-coefficient solutions are then obtained from placing further restrictions on each involved component. In other words, we address the design and implementation of fast, efficient pre/post-filters that help improve the polynomial-representing and capturing capability of traditional block transforms such as the DCT. Fast symmetric integer-mapping M-band wavelets can be easily generated by iterating our decomposition scheme on the lowpass subband. Several design examples are presented to demonstrate the validity of the proposed theory.
Keywords
discrete cosine transforms; filtering theory; polynomials; wavelet transforms; block DCT framework; block boundaries; decomposition scheme; integer-coefficient M-band wavelet; lowpass subband; multirate filter banks; polynomial capturing capability; polynomial-representing capability; pre/post-filtering modules; rational-coefficient M-band wavelet; regularity constraints; symmetric biorthogonal M-band wavelet; Discrete cosine transforms; Energy consumption; Filter bank; Matrix decomposition; Polynomials; Signal analysis; Signal processing; Signal resolution; Signal synthesis; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
Print_ISBN
0-7803-7448-7
Type
conf
DOI
10.1109/ISCAS.2002.1010251
Filename
1010251
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