DocumentCode :
759170
Title :
Filter Design With Low Complexity Coefficients
Author :
Skaf, Joëlle ; Boyd, Stephen P.
Author_Institution :
Electr. Eng. Dept., Stanford Univ., Stanford, CA
Volume :
56
Issue :
7
fYear :
2008
fDate :
7/1/2008 12:00:00 AM
Firstpage :
3162
Lastpage :
3169
Abstract :
We introduce a heuristic for designing filters that have low complexity coefficients, as measured by the total number of nonzeros digits in the binary or canonic signed digit (CSD) representations of the filter coefficients, while still meeting a set of design specifications, such as limits on frequency response magnitude, phase, and group delay. Numerical examples show that the method is able to attain very low complexity designs with only modest relaxation of the specifications.
Keywords :
filtering theory; frequency response; canonic signed digit representations; filter coefficients; filter design; frequency response magnitude; low complexity coefficients; nonzeros digits; Algorithm design and analysis; Circuits and systems; Delay; Frequency measurement; Frequency response; IIR filters; Information systems; NASA; Phase measurement; Transfer functions; Coefficient truncation; filter design;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2008.919386
Filename :
4545286
Link To Document :
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