• DocumentCode
    1725450
  • Title

    Design of linear-phase two-channel quadrature mirror filter banks using neural minor component analysis

  • Author

    Li-Woei Chen ; Yue-Dar Jou ; Fu-Kun Chen ; Shu-Sheng Hao

  • fYear
    2015
  • Firstpage
    288
  • Lastpage
    289
  • Abstract
    This paper presents a neural-based minor component analysis algorithm for designing quadrature mirror filter banks in the least-squares sense. The objective function of the design problem is formulated as an eigenvector solving problem of a real, symmetric and positive-definite matrix. An alternative minor component analysis algorithm based on neural learning rule is exploited to achieve the eigenfilter design of the quadrature mirror filter bank with accurate performance.
  • Keywords
    channel bank filters; eigenvalues and eigenfunctions; electronic design automation; linear phase filters; matrix algebra; neural nets; QMF banks; eigenfilter design; eigenvector solving problem; least-squares sense; linear-phase two-channel filter bank; minor component analysis algorithm; neural learning rule; neural minor component analysis; neural-based MCA algorithm; objective function; positive-definite matrix; quadrature mirror filter bank;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics - Taiwan (ICCE-TW), 2015 IEEE International Conference on
  • Conference_Location
    Taipei
  • Type

    conf

  • DOI
    10.1109/ICCE-TW.2015.7216902
  • Filename
    7216902