Title :
Fast Measurement of Quantization Distortions in DSP Algorithms
Author :
Paduart, Johan ; Schoukens, Johan ; Rolain, Yves
Author_Institution :
Vrije Univ. Brussel, Brussels
Abstract :
A measurement technique is proposed to characterize the nonidealities of digital signal processing algorithms which are induced by quantization effects, overflows (fixed point), or nonlinear distortions in one single experiment/simulation. The main idea is to apply specially designed multisine excitations in order to discriminate between the output of the ideal system and the contributions of the systems nonidealities. This approach allows the comparison and quantification of the quality of different implementation alternatives. Applications of this method include, but are not limited to, digital filters, fast Fourier transforms, and audio codecs.
Keywords :
audio coding; digital filters; fast Fourier transforms; quantisation (signal); DSP algorithms; audio codecs; digital filters; digital signal processing algorithms; fast Fourier transforms; nonlinear distortions; quantization distortions; Digital filters; Digital signal processing; Distortion measurement; Frequency; Measurement techniques; Nonlinear distortion; Performance analysis; Quantization; Signal processing algorithms; System testing; Digital arithmetic; digital filter wordlength effects; digital filters; digital signal processors; nonlinear distortion; quantization; signal design; signal processing;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2007.903644