Title :
A weighted least squares algorithm for the design of lattice-type perfect reconstruction cosine modulated filter banks
Author :
Goh, C.K. ; Lim, Y.C. ; Yang, R.
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
This paper presents a weighted least squares (WLS) algorithm for the design of lattice-type perfect reconstruction (PR) cosine modulated filter banks. The design of such a filter bank is formulated as a WLS problem with respect to the lattice coefficients, incorporating the condition that a number of the zeros of the prototype filter must be at specific locations in the stopband. Our iterative algorithm needs only a few iterations to derive a set of lattice coefficients which optimizes this WLS problem, while providing flexible control of the prototype filter´s stopband ripples. By specifying appropriate zeros of the prototype filter in the stop band, good designs with no DC leakage can be easily obtained
Keywords :
FIR filters; channel bank filters; iterative methods; lattice filters; least squares approximations; DC leakage; iterative algorithm; lattice coefficients; lattice-type perfect reconstruction cosine modulated filter banks; stopband ripples; weighted least squares algorithm; Algorithm design and analysis; Channel bank filters; Filter bank; Finite impulse response filter; Image reconstruction; Iterative algorithms; Lattices; Least squares methods; Nonlinear filters; Prototypes;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.778862