• 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