DocumentCode
417403
Title
Singular ARMA signals
Author
Picinbono, Bernard ; Tourneret, Jean-Yves
Author_Institution
Ecole Superieure d´´Electricite, Gif sur Yvette, France
Volume
2
fYear
2004
fDate
17-21 May 2004
Abstract
Singular random signals are collections of singular random variables indexed over time. Singular random variables have continuous distribution with derivatives equal to zero almost everywhere. Such random variables do not seem interesting in signal processing. On the contrary, the paper shows that simple signals can be singular. This is especially the case of ARMA signals generated from discrete white noise with poles located inside a so-called singularity circle. The origin of singularity and its relations to a fractal structure are presented along with various simulations illustrating the theoretical results.
Keywords
autoregressive moving average processes; fractals; poles and zeros; probability; random processes; signal processing; white noise; continuous distribution; discrete white noise; fractal structure; poles; probability theory; signal processing; singular ARMA signals; singular random variables; singular signals; singularity circle; Books; Computer simulation; Distribution functions; Fractals; Probability density function; Random variables; Signal generators; Signal processing; Stability; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326307
Filename
1326307
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