Title :
Linear phase filter bank design using LMI-based H∞ optimization
Author :
Li, Min ; Kok, Chi-Wah
fDate :
3/1/2003 12:00:00 AM
Abstract :
This paper is concerned with the design of nearly linear phase two-channel filter banks. Exactly linear phase finite-impulse response or nearly linear phase infinite-impulse response (IIR) filters are employed in analysis filter banks, and nearly linear phase IIR synthesis filter banks are designed such that the overall filter banks are also nearly linear phase. The filter bank design problem is formulated as a H∞ norm minimization of the difference between the pure delay and the products of some polyphase components. The H∞ norm optimizing problem is converted to a series of linear matrix inequalities (LMIs) and solved using semidefinite programming. The magnitude, phase and aliasing distortions are all incorporated in the design procedure.
Keywords :
H∞ optimisation; IIR filters; digital filters; filtering theory; linear matrix inequalities; linear phase filters; minimisation; H∞ norm minimization; IIR filters; LMI-based H∞ optimization; aliasing distortions; infinite-impulse response filters; linear matrix inequalities; linear phase filter bank design; magnitude distortions; model-matching design; multirate filter banks; phase distortions; semidefinite programming; two-channel filter banks; Delay; Design methodology; Design optimization; Digital filters; Filter bank; Finite impulse response filter; IIR filters; Image coding; Nonlinear filters; Signal synthesis;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
DOI :
10.1109/TCSII.2003.810490