Title :
Nonuniform multirate filter banks: analysis and design with an ℋ∞ performance measure
Author_Institution :
Dept. of Electr. Eng. & Comput. Eng., Calgary Univ., Alta., Canada
fDate :
3/1/1997 12:00:00 AM
Abstract :
A general multirate filter-bank system with multiple channels and nonuniform bands is studied with the reconstruction performance measured by the worst-case energy gain (ℋ∞ norm) of the error system between the multirate system and a pure time-delay system. Using blocking and polyphase decomposition, we associate with the multirate system an equivalent linear time-invariant (LTI) system whose transfer matrix can be computed by a simple procedure. Based on this LTI system, the optimal design problem can be reduced to one of ℋ∞ optimization, which can be solved by ready-made software in many cases. For illustration, optimal synthesis filters are designed for a two-channel example, and their properties are studied in detail
Keywords :
H∞ optimisation; IIR filters; band-pass filters; delays; filtering theory; signal reconstruction; transfer function matrices; ℋ∞ optimization; ℋ∞ performance measure; IIR filters; blocking; equivalent linear time-invariant system; error system; multiple channels; nonuniform bands; nonuniform multirate filter banks; optimal design problem; optimal synthesis filters; polyphase decomposition; reconstruction performance; time-delay system; transfer matrix; two-channel example; worst-case energy gain; Channel bank filters; Energy measurement; Filter bank; Finite impulse response filter; Frequency synthesizers; Gain measurement; H infinity control; Performance analysis; Performance gain; Signal synthesis;
Journal_Title :
Signal Processing, IEEE Transactions on