DocumentCode :
1133370
Title :
Signal Reconstruction Errors in Jittered Sampling
Author :
Nordio, Alessandro ; Chiasserini, Carla-Fabiana ; Viterbo, Emanuele
Author_Institution :
Dept. of Electron. Eng., Politec. di Torino, Torino, Italy
Volume :
57
Issue :
12
fYear :
2009
Firstpage :
4711
Lastpage :
4718
Abstract :
One of the most significant types of error in digital signal processing (DSP) systems working with wideband signals is the error introduced by the analog-to-digital (AD) and digital-to-analog (DA) converters. This paper presents an accurate and simple method to evaluate the performance of AD/DA converters affected by clock jitter, which is based on the analysis of the mean square error (MSE) between the reconstructed signal and the original one. Using an approximation of the linear minimum MSE (LMMSE) filter as reconstruction technique, we derive analytic expressions of the MSE. In particular, through asymptotic analysis, we are able to simply evaluate the performance of digital signal reconstruction as a function of the clock jitter, number of quantization bits, signal bandwidth and sampling rate.
Keywords :
Gaussian distribution; analogue-digital conversion; digital-analogue conversion; filtering theory; jitter; least mean squares methods; signal reconstruction; signal sampling; statistical analysis; AD; DA; DSP; Gaussian distribution; LMMSE filter approximation; MSE; analog-to-digital converter; asymptotic analysis; clock jitter; digital signal processing system; digital-to-analog converter; jittered sampling; linear minimum MSE; mean square error; probability distribution; signal reconstruction error; uniform distribution; wideband signal; Analog–digital conversion; error analysis; signal reconstruction; signal sampling;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2009.2027404
Filename :
5164905
Link To Document :
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