• DocumentCode
    2044450
  • Title

    A combinational adaptive Noise Canceller using filter bank

  • Author

    Mahabadi, Ali Ameri ; Hejazi, Seyed Amir ; Akhaee, Mohammad A. ; Eshghi, Mohammad

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Shahid Beheshti Univ., Tehran, Iran
  • fYear
    2009
  • fDate
    16-18 Sept. 2009
  • Firstpage
    461
  • Lastpage
    464
  • Abstract
    This paper proposes a novel combinational adaptive noise canceller (ANC), which is suitable for non stationary noise environments. Pre-filter bank structure improves the convergence rate leading to less error in real-time applications. During our investigations, we have found out adaptive algorithms have better performance for low frequency subbands. Thus, by using singular value decomposition (SVD) in each subband, a simplified version of variable step-size algorithms has been employed in low frequency subbands; while for high frequency subbands, some conventional techniques have been used. Simulation results show that combination of adaptive and conventional methods have better performance with less computational complexity compared to other adaptive algorithms.
  • Keywords
    adaptive filters; computational complexity; convergence; singular value decomposition; ANC; SVD; adaptive algorithm; combinational adaptive noise canceller; computational complexity; conventional technique; convergence rate; high frequency subband; low frequency subband; nonstationary noise environment; pre-filter bank structure; real-time application; singular value decomposition; variable step-size algorithm; Adaptive algorithm; Computational complexity; Computational modeling; Convergence; Filter bank; Frequency; Low-frequency noise; Noise cancellation; Singular value decomposition; Working environment noise; ANC; filter bank; speech enhancement Variable Step-Size LMS (VS-LMS);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
  • Conference_Location
    Salzburg
  • ISSN
    1845-5921
  • Print_ISBN
    978-953-184-135-1
  • Type

    conf

  • DOI
    10.1109/ISPA.2009.5297765
  • Filename
    5297765