DocumentCode
2079156
Title
Coefficient dither in fixed-point fir digital filters
Author
Dey, Sourav R. ; Oppenheim, Alan V.
Author_Institution
Digital Signal Process. Group, Massachusetts Inst. of Technol., Cambridge, MA
fYear
2008
fDate
26-29 Oct. 2008
Firstpage
556
Lastpage
560
Abstract
This paper presents dynamic coefficient dither as a method to mitigate coefficient quantization error in FIR filters. The uncorrelated, shapeable noise from dithered coefficients may be preferable, in certain contexts, to the frequency response distortion due to static fixed-point implementation. A theoretical framework for the analysis of coefficient dither is developed. Performance, fundamental tradeoffs, and optimization of dithered filter implementations are discussed. Oversampling is shown to improve the SNR. The theoretical results are validated with numerical experiments.
Keywords
FIR filters; fixed point arithmetic; frequency response; quantisation (signal); signal sampling; SNR; coefficient quantization error mitigation; dithered filter; dynamic coefficient dither; fixed-point FIR digital filters; frequency response distortion; oversampling; uncorrelated shapeable noise; Delay; Digital filters; Digital signal processing; Finite impulse response filter; Frequency response; Noise shaping; Quantization; Random processes; Signal to noise ratio; Very large scale integration; coefficient quantization; dither; fixed-point filters; noise-shaping; vector binary processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
978-1-4244-2940-0
Electronic_ISBN
1058-6393
Type
conf
DOI
10.1109/ACSSC.2008.5074467
Filename
5074467
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