• DocumentCode
    794645
  • Title

    Adaptive noise cancelling based on independent component analysis

  • Author

    Park, Hyung-Min ; Oh, Sang-Hoon ; Lee, Soo-Young

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci., Taejon, South Korea
  • Volume
    38
  • Issue
    15
  • fYear
    2002
  • fDate
    7/18/2002 12:00:00 AM
  • Firstpage
    832
  • Lastpage
    833
  • Abstract
    A method for adaptive noise cancelling based on independent component analysis (ICA) is presented. Although the conventional least-mean-squares (LMS) algorithm removes noise components based on second-order correlation, the proposed algorithm can utilise higher-order statistics. Experimental results show that the proposed algorithm provides considerable performance improvement
  • Keywords
    adaptive signal processing; correlation methods; higher order statistics; least mean squares methods; noise; ICA; LMS algorithm; adaptive noise cancellation; higher order statistics; independent component analysis; learning rule; least-mean-squares algorithm; noise components; second-order correlation;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20020593
  • Filename
    1021872
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=794645