Title :
Efficiency of ADC linearity estimators
Author :
Carbone, P. ; Nunzi, E. ; Petri, D.
Author_Institution :
DIEI, Perugia Univ., Italy
Abstract :
The paper presents an analysis of the statistical efficiency of the sinewave histogram test used for estimating the unknown transition levels of an analog to-digital converter. Accordingly, at first a closed-form determination of the Cramer-Rao bound is derived under the assumption of a noiseless stimulus signal. Both unbiased and biased versions of the bound are described in order to account for the eventual bias introduced by commonly employed estimators. Then, additive Gaussian noise is assumed and comments are made about its effects on the maximum achievable accuracy
Keywords :
Gaussian noise; analogue-digital conversion; estimation theory; statistical analysis; ADC linearity estimators; Cramer-Rao bound; additive Gaussian noise; analog to-digital converter; biased version; closed-form determination; sinewave histogram test; statistical efficiency; unbiased version; unknown transition levels estimation; Additive noise; Analog-digital conversion; Frequency domain analysis; Gaussian noise; Histograms; Linearity; Parameter estimation; Sampling methods; Signal processing; Testing;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2001. IMTC 2001. Proceedings of the 18th IEEE
Conference_Location :
Budapest
Print_ISBN :
0-7803-6646-8
DOI :
10.1109/IMTC.2001.929521