Title of article :
On Simplified Order-One Factorizations of Paraunitary Filterbanks
Author/Authors :
L. Gan and K.-K. Ma، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
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 :
lattice factorization , order-one factorization , parameterization , paraunitary filterbanks , symmetric-delayfactorization. , C-S decomposition , degree-one factorization , Givens rotation
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING
Journal title :
IEEE TRANSACTIONS ON SIGNAL PROCESSING