Title :
Theory and lattice structure of complex paraunitary filterbanks with filters of (Hermitian-)symmetry/antisymmetry properties
Author :
Gao, Xiqi Q. ; Nguyen, Truong Q. ; Strang, Gilbert
Author_Institution :
Dept. of Math., MIT, Cambridge, MA, USA
fDate :
5/1/2001 12:00:00 AM
Abstract :
The theory of the real-coefficient linear-phase filterbank (LPFB) is extended to the complex case in two ways, leading to two generalized classes of M-channel filterbanks. One is the symmetric/antisymmetric filterbank (SAFB), where all filters are symmetric or antisymmetric. The other is the complex linear phase filterbank (CLPFB), where all filters are Hermitian symmetric or Hermitian antisymmetric and, hence, have the linear-phase property. Necessary conditions on the filter symmetry polarity and lengths for the existence of permissible solutions are investigated. Complete and minimal lattice structures are developed for the paraunitary SAFB and paraunitary CLPFB, where the channel number M is arbitrary (even or odd), and the subband filters could have different lengths. With the elementary unitary matrices in the structure of the paraunitary SAFB constrained to be real and orthogonal, the structure covers the most general real-coefficient paraunitary LPFBs. Compared with the existing results, the number of parameters is reduced significantly
Keywords :
channel bank filters; filtering theory; lattice filters; linear phase filters; Hermitian-symmetry/antisymmetry properties; M-channel filterbanks; complete lattice structure; complex linear phase filterbank; complex paraunitary filterbanks; elementary unitary matrices; filter deisgn; filter symmetry length; filter symmetry polarity; linear-phase property; minimal lattice structure; necessary conditions; paraunitary CLPFB; paraunitary SAFB; real-coefficient linear-phase filterbank; real-coefficient paraunitary LPFB; subband filters; symmetric/antisymmetric filterbank; Filtering theory; Fingerprint recognition; Finite impulse response filter; Image coding; Image processing; Image reconstruction; Lattices; Mathematics; Nonlinear filters; Video compression;
Journal_Title :
Signal Processing, IEEE Transactions on