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 :
بازگشت