DocumentCode
1176159
Title
Design of linear-phase direct-form FIR digital filters with quantized coefficients using error spectrum shaping
Author
Nielsen, Jens Jørgen
Author_Institution
Bruel & Kjaer, Naerum, Denmark
Volume
37
Issue
7
fYear
1989
fDate
7/1/1989 12:00:00 AM
Firstpage
1020
Lastpage
1026
Abstract
A generalization of the statistical approach of D.S.K. Chan and L.R. Rabiner (IEEE Trans. Audio Electroacoust., vol.AU-21; p.354-66, Aug. 1973) for predicting the effects of quantized coefficients in direct-form finite-impulse response (FIR) filters is presented. The analysis is used on more sophisticated quantizing procedures involving linear feedback of rounding errors. It is shown that the expected disturbance filter frequency response due to quantization can be controlled. The effect is concentrated in tolerant frequency bands and significantly reduced in critical ones. The price paid is an increase of overall expected disturbance. The method is demonstrated in a practical filter design. A low-pass filter for factor 2 decimation that has greater margins for quantization effects in the passband than in the stopband is specified
Keywords
digital filters; filtering and prediction theory; error spectrum shaping; factor 2 decimation; finite-impulse response; linear feedback; linear-phase direct-form FIR digital filters; low-pass filter; quantized coefficients; rounding errors; Computational complexity; Computational efficiency; Cost function; Digital filters; Filtering; Finite impulse response filter; Frequency response; Linear programming; Quantization; Simulated annealing;
fLanguage
English
Journal_Title
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
0096-3518
Type
jour
DOI
10.1109/29.32280
Filename
32280
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