• DocumentCode
    2906805
  • Title

    On bit allocation strategies for paraunitary subband coders

  • Author

    Soman, A.K. ; Vaidyanathan, P.P.

  • Author_Institution
    Dept. of Electr. Eng., California Inst. of Technol., Pasadena, CA, USA
  • fYear
    1991
  • fDate
    4-6 Nov 1991
  • Firstpage
    741
  • Abstract
    Quadrature mirror filters have been employed to decompose a signal into subbands. The signals in each subband are quantized before transmission. The authors derive conditions on the individual quantizer error variances so as to minimize the overall reconstruction error variance. The present results hold for filter banks having paraunitary polyphase matrices. Under the assumption that the total number of bits over all channels is fixed, it is shown that their distribution which minimizes the reconstruction error variance is the one that makes the individual quantizer variances equal. This analysis is extended to tree-structured filter banks, such as those used for generating orthonormal wavelets. In this case, it is shown that the quantizer error variance in a particular branch should be proportional to the corresponding decimation factor
  • Keywords
    data compression; digital filters; encoding; filtering and prediction theory; matrix algebra; QMF; bit allocation; decimation factor; orthonormal wavelets; paraunitary polyphase matrices; paraunitary subband coders; quadrature mirror filters; quantizer error variances; reconstruction error variance; signal compression; signal decomposition; tree-structured filter banks; Bit rate; Equations; Filter bank; Interpolation; Mirrors; Probability density function; Signal analysis; Tellurium; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 1991. 1991 Conference Record of the Twenty-Fifth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    0-8186-2470-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.1991.186546
  • Filename
    186546