Title :
On the theory and design of a class of PR causal-stable IIR non-uniform recombination cosine modulated filter banks
Author :
Chan, S.C. ; Yin, S.S.
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
Abstract :
This paper studies the theory and design of a class of perfect reconstruction (PR) causal-stable nonuniform recombination cosine modulated filter banks (RN CMFB) with IIR filters. It is based on the RN CMFB previously proposed by one of the authors. A PR FIR RN CMFB of similar specification is first designed. The prototype filters of the CMFB are then model reduced to obtain a nearly PR (NPR) IIR RN CMFB by modifying a model reduction technique proposed by Brandenstein and Unbehauen (1998). With these NPR IIR RN CMFB as initial guess, PR IIR RN CMFB with very good frequency characteristics can be obtained readily by solving a constrained nonlinear optimisation problem using for example the function fmincom from MATLAB. Design results show that the proposed method is very effective in designing PR RN IIR CMFB with good frequency characteristics and different system delays.
Keywords :
IIR filters; causality; channel bank filters; circuit optimisation; circuit stability; reduced order systems; signal reconstruction; IIR filter banks; MATLAB fmincom; PR filter banks; RN CMFB; causal-stable filter banks; constrained nonlinear optimisation; cosine modulated filter banks; model reduction; nonuniform recombination filter banks; perfect reconstruction; Constraint optimization; Delay systems; Filter bank; Finite impulse response filter; Frequency; IIR filters; MATLAB; Mathematical model; Prototypes; Reduced order systems;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464783