• DocumentCode
    80523
  • Title

    Convergence Analysis of Narrowband Feedback Active Noise Control System With Imperfect Secondary Path Estimation

  • Author

    Wang, L.V. ; Woon-Seng Gan ; Khong, Andy W. H. ; Kuo, S.M.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • Volume
    21
  • Issue
    11
  • fYear
    2013
  • fDate
    Nov. 2013
  • Firstpage
    2403
  • Lastpage
    2411
  • Abstract
    In many practical active noise control (ANC) applications, feedback structure using estimated secondary path to synthesize reference signal is preferred under various conditions. This paper analyzes the convergence behavior of the narrowband feedback ANC systems with imperfect secondary path estimation. Existing approaches do not include the analysis of the reference signal synthesis errors due to its interrelated feedback nature. In this paper, the reconstruction error is modeled using the secondary path estimation error. Using this model, the effects of estimation errors on the convergence of the feedback ANC system is investigated. To further examine the effects of error in the filtered- x and filtered- y signal paths, these two paths are analyze separately to isolate the effects caused by these paths. Computer simulations are conducted to verify the theoretical analysis presented in the paper.
  • Keywords
    active noise control; filtering theory; computer simulation; convergence analysis; convergence behavior; feedback structure; filtered-x signal path; filtered-y signal path; imperfect secondary path estimation; interrelated feedback nature; narrowband feedback ANC systems; narrowband feedback active noise control system; reconstruction error; reference signal synthesis; reference signal synthesis errors; secondary path estimation error; theoretical analysis; Adaptive filters; Convergence; Estimation; Feedforward neural networks; Filtering algorithms; Noise; Sensors; Active noise control (ANC); convergence analysis; feedback ANC; filtered-${rm x}$ least-mean-square (FXLMS) algorithm; secondary path estimation;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TASL.2013.2277934
  • Filename
    6578122