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
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;
Conference_Titel :
Signals, Systems and Computers, 2008 42nd Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
978-1-4244-2940-0
Electronic_ISBN :
1058-6393
DOI :
10.1109/ACSSC.2008.5074467