• DocumentCode
    741318
  • Title

    Blind adaptive preprocessing to multichannel feedforward active noise control system

  • Author

    Deng Zheng-hong ; Wang Hui-Gang ; Chen Guoyue

  • Author_Institution
    Autom. Sch., Northwestern Polytech. Univ., Xi´an, China
  • Volume
    7
  • Issue
    6
  • fYear
    2013
  • fDate
    8/1/2013 12:00:00 AM
  • Firstpage
    461
  • Lastpage
    470
  • Abstract
    The reference paths from original sources to reference sensors in multichannel feedforward active noise control (ANC) systems are often ignored by most ANC algorithms. Two blind preprocessing adaptive algorithms in time and frequency domain are proposed to deal with some more complicated applications, especially when the reference sensors cannot be located closely to noise sources or the noise sources are moving slowly. Blind preprocessing algorithm to the reference signals can improve the structure of the cross spectral density matrix of the inputs to the multichannel filtered-x least mean square (LMS) algorithm in the following stage, and faster convergence speed can be obtained. The computational complexity of two proposed algorithms is analysed and simulations with impulse responses measured in a real reverberant room is applied to verify the convergence performance of the proposed algorithm.
  • Keywords
    active noise control; adaptive signal processing; computational complexity; feedforward; filtering theory; frequency-domain analysis; least mean squares methods; matrix algebra; time-domain analysis; transient response; ANC systems; blind adaptive preprocessing algorithm; computational complexity; convergence speed; cross-spectral density matrix; frequency-domain analysis; impulse responses; multichannel feedfoward active noise control system; multichannel filtered-x LMS algorithm; noise sources; reference sensors; reference signals; reverberant room; time-domain analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IET
  • Publisher
    iet
  • ISSN
    1751-9675
  • Type

    jour

  • DOI
    10.1049/iet-spr.2012.0158
  • Filename
    6564489