DocumentCode
904323
Title
On simplified order-one factorizations of paraunitary filterbanks
Author
Gan, Lu ; Ma, Kai-Kuang
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume
52
Issue
3
fYear
2004
fDate
3/1/2004 12:00:00 AM
Firstpage
674
Lastpage
686
Abstract
This paper revisits the order-one factorization of causal finite impulse response (FIR) paraunitary filterbanks (PU FBs). The basic form of the factorization was proposed by Vaidyanathan et al. in 1987, which is a cascade of general unitary matrices separated by diagonal delay matrices with arbitrary number of delay elements. Recently, Gao et al. have proved the completeness of this factorization and developed a more efficient structure that only uses approximately half number of free parameters. In this paper, by briefly analyzing Gao et al.´s derivation, we first point out that Gao et al.´s factorization contains redundant free parameters. Two simplified structures of Vaidyanathan´s factorization are then developed, i.e., a post-filtering-based structure and a prefiltering-based structure. Our simplification relies on consecutive removal of extra degrees of freedom in adjacent stages, which is accomplished through the C-S decomposition of a general unitary matrix. Since the conventional C-S decomposition leads to a redundant representation, a new C-S decomposition is developed to minimize the number of free parameters by further incorporating the Givens rotation factorization. The proposed structures can maintain the completeness and the minimality of the original lattice. Compared with Gao et al.´s factorization, our derivations are much simpler, while the resulting structures contain fewer free parameters and less implementation cost. Besides, these new factorizations indicate that for a PU FB with a given filter length, the symmetric-delay factorization offers the largest degrees of design freedom. Several design examples are presented to confirm the validity of the theory.
Keywords
FIR filters; delay filters; filtering theory; lattice filters; matrix algebra; minimisation; C-S decomposition; FIR; Vaidyanathan´load j909-a4001-a16-m 8 s factorization; design freedom degrees; filter length; finite impulse response filterbanks; free parameters minimization; lattice factorization; paraunitary filterbanks; post-filtering-based structure; prefiltering-based structure; simplified order-one factorizations; symmetric-delay factorization; unitary matrix; Costs; Delay; Finite impulse response filter; Gallium nitride; Lattices; Matrix decomposition; OFDM modulation; Speech processing; Video compression; Video signal processing;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/TSP.2003.822356
Filename
1268361
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