DocumentCode :
83212
Title :
Improved Design Method for Nearly Linear-Phase IIR Filters Using Constrained Optimization
Author :
Nongpiur, Rajeev C. ; Shpak, Dale J. ; Antoniou, Athanasios
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Victoria, Victoria, BC, Canada
Volume :
61
Issue :
4
fYear :
2013
fDate :
Feb.15, 2013
Firstpage :
895
Lastpage :
906
Abstract :
A new optimization method for the design of nearly linear-phase IIR digital filters that satisfy prescribed specifications is proposed. The group-delay deviation is minimized under the constraint that the passband ripple and stopband attenuation are within the prescribed specifications and either a prescribed or an optimized group delay can be achieved. By representing the filter in terms of a cascade of second-order sections, a non-restrictive stability constraint characterized by a set of linear inequality constraints can be incorporated in the optimization algorithm. An additional feature of the method, which is very useful in certain applications, is that it provides the capability of constraining the maximum gain in transition bands to be below a prescribed level. Experimental results show that filters designed using the proposed method have much lower group-delay deviation for the same passband ripple and stopband attenuation when compared with corresponding filters designed with several state-of-the-art competing methods.
Keywords :
IIR filters; integrated circuit design; linear phase filters; logic design; group-delay deviation; linear inequality constraints; linear-phase IIR filters; non-restrictive stability constraint; optimization algorithm; optimization method; passband ripple; second-order sections; stopband attenuation; Algorithm design and analysis; Attenuation; Delay; Finite impulse response filter; Linear approximation; Optimization; Passband; Delay equalization of filters; IIR filter design; design of filters by optimization; nearly linear-phase filters;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2012.2231678
Filename :
6373740
Link To Document :
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