DocumentCode
353675
Title
Realization of paraunitary filter banks over fields of characteristic two
Author
Fekri, F. ; Mersereau, R.M. ; Schafer, Ronald W.
Author_Institution
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
1
fYear
2000
fDate
2000
Firstpage
492
Abstract
Paraunitary filter banks are multi-rate filter realizations of orthogonal wavelet transforms. They are an important subclass of perfect reconstruction filter banks that provide a new framework for error control coding and decoding. This paper undertakes the problem of classifying all paraunitary matrices with entries from a polynomial ring, where the coefficients of the polynomials are taken from finite fields. It constructs Householder transformations that are used as elementary operations for the realization of all unitary matrices. Then, it introduces elementary paraunitary building blocks and a factorization technique that are specialized to obtain a complete realization for all paraunitary filter banks over fields of characteristic two (this is proved for the 2-band case, and a conjecture is applied for the proof of the M-band case, where M⩾3). Using these elementary building blocks, we can construct all paraunitary filter banks over fields of characteristic two
Keywords
FIR filters; channel bank filters; decoding; error correction codes; matrix decomposition; polynomial matrices; wavelet transforms; Householder transformations; characteristic two; decoding; error control coding; factorization technique; multi-rate filter realizations; orthogonal wavelet transforms; paraunitary filter banks; paraunitary matrices; perfect reconstruction filter banks; polynomial ring; unitary matrices; Artificial intelligence; Channel bank filters; Discrete wavelet transforms; Error correction; Filter bank; Galois fields; Image coding; Polynomials; Signal processing; Transmission line matrix methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.862025
Filename
862025
Link To Document