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
fDate :
7/1/1989 12:00:00 AM
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;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on