DocumentCode
1217890
Title
Separation of chaotic signal sum into components in the presence of noise
Author
Andreyev, Yuri V. ; Dmitriev, Alexander S. ; Efremova, Elena V. ; Anagnostopoulos, Antonios N.
Author_Institution
Inst. of Radioengineering & Electron., Moscow, Russia
Volume
50
Issue
5
fYear
2003
fDate
5/1/2003 12:00:00 AM
Firstpage
613
Lastpage
618
Abstract
The problem of separation of an observed sum of chaotic signals into the individual components is considered in the presence of noise. A noise threshold is found above which high-quality separation is impossible. This effect is shown to be associated with the information content of chaotic signals and a theoretical estimate is given for the threshold. A method for signal separation is proposed, which uses iteration of the chaotic source equations in reverse time. The method allows us to approach the theoretical limit threshold.
Keywords
chaos generators; circuit noise; information theory; source separation; synchronisation; chaotic oscillators; chaotic signal information content; chaotic signal sum separation; chaotic source equation iteration; logistic map; noise threshold; reverse time; signal cleaning; signal separation; synchronization; Chaos; Cleaning; Equations; Estimation theory; Information theory; Logistics; Signal analysis; Signal generators; Signal processing; Source separation;
fLanguage
English
Journal_Title
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
Publisher
ieee
ISSN
1057-7122
Type
jour
DOI
10.1109/TCSI.2003.811017
Filename
1203821
Link To Document