• DocumentCode
    1161384
  • Title

    Effects of frequency separation in periodic active noise control systems

  • Author

    Kuo, Sen M. ; Puvvala, Ajay B.

  • Author_Institution
    Dept. of Electr. Eng., Northern Illinois Univ., DeKalb, IL
  • Volume
    14
  • Issue
    5
  • fYear
    2006
  • Firstpage
    1857
  • Lastpage
    1866
  • Abstract
    In many practical active noise control (ANC) applications, the primary noise contains multiple closely-spaced harmonics. A narrow-band feedforward ANC system consists of an adaptive filter excited by a composite reference signal, which is the sum of multiple sinusoids corresponding to the harmonic frequencies of the primary noise. This paper analyzes and shows that the convergence of this direct-form controller is dependent on the frequency separation between two adjacent sinusoids in the reference signal. The analysis also proves that the length of the adaptive filter required for achieving the same convergence speed decreases with an increase in frequency separation. This paper also performs mathematical analysis of the direct/parallel-form controller, which significantly improves the convergence speed and reduces filter length by increasing the frequency separation in the individual reference signal for each adaptive filter. Computer simulations are conducted to verify the analysis presented in the paper
  • Keywords
    active noise control; adaptive filters; feedforward; filtering theory; mathematical analysis; source separation; adaptive filters; closely-spaced harmonics; composite reference signals; computer simulations; direct-parallel-form controller; frequency separation; mathematical analysis; narrowband feedforward system; periodic active noise control system; Active noise reduction; Adaptive filters; Computer simulation; Control systems; Convergence; Frequency; Mathematical analysis; Narrowband; Power harmonic filters; Signal analysis; Active noise control; convergence analysis; eigenvalue spread; filtered-X LMS algorithm; frequency separation;
  • fLanguage
    English
  • Journal_Title
    Audio, Speech, and Language Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1558-7916
  • Type

    jour

  • DOI
    10.1109/TSA.2005.858524
  • Filename
    1678003