• DocumentCode
    863355
  • Title

    Cyclic System Reconfiguration and Time-Split Signal Separation With Applications to Lung Sound Pattern Analysis

  • Author

    Zheng, Han ; Wang, Hong ; Wang, Le Yi ; Yin, G. George

  • Author_Institution
    Viasys HealthCare, Inc, Yorba Linda, CA
  • Volume
    55
  • Issue
    6
  • fYear
    2007
  • fDate
    6/1/2007 12:00:00 AM
  • Firstpage
    2897
  • Lastpage
    2913
  • Abstract
    This paper presents a new technique for noise cancellation and signal separation, which is capable of identifying channel dynamics in real time, removing noise effectively, and separating source signals by reconfiguring signal transmission channels during different phases of source signals. This method is motivated by extracting authentic heart and lung sounds for anesthesia diagnosis when auscultated sounds contain interference and noise corruption, but has broader applications as long as the source signals nonsynchronously go through existence and almost nonexistence stages cyclicly
  • Keywords
    cardiology; medical signal processing; signal denoising; source separation; anesthesia diagnosis; auscultated sounds; authentic heart; channel dynamics; cyclic system reconfiguration; interference; lung sound pattern analysis; noise cancellation; noise corruption; noise removal; signal transmission; time-split signal separation; Acoustic noise; Anesthesia; Heart; Interference; Lungs; Noise cancellation; Pattern analysis; Phase noise; Signal processing; Source separation; Channel identification; lung sound analysis; noise cancellation; pattern recognition; signal separation;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2007.893736
  • Filename
    4203119