• DocumentCode
    2406435
  • Title

    Designing two-channel causal stable IIR PR filter banks and wavelet bases by model order reduction and constrained optimization

  • Author

    Ma, J.S. ; Chan, S.C. ; Ho, K.L.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ., China
  • Volume
    2
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    1008
  • Abstract
    In this paper, two methods for designing two-channel causal stable IIR PR filter banks are introduced. The first method makes use of model reduction and constrained optimization to obtain a causal stable IIR filter bank from the structural PR FIR filter bank proposed by Phoong et al (1995). It yields better frequency characteristics than the original FIR filter bank and avoids the dump at π/2 when allpass filters are used. Using a 1-D to 2-D transformation, a two dimensional PR IIR filter bank can readily be obtained from these prototypes. The second method is based on a constrained optimization technique using the general PR condition. Using this technique, filter banks with low system delay and flexible frequency characteristics can be designed. The technique can also be modified to design causal stable IIR dyadic wavelet bases with added regularity conditions. A number of design examples are used to demonstrate the usefulness of the proposed design methods
  • Keywords
    IIR filters; circuit optimisation; circuit stability; delays; frequency response; reduced order systems; two-dimensional digital filters; wavelet transforms; 1-D to 2-D transformation; causal stable IIR dyadic wavelet bases; constrained optimization; design methods; flexible frequency characteristics; general PR condition; low system delay; magnitude response; model order reduction; perfect reconstruction IIR filter banks; regularity conditions; structural PR FIR filter bank; two dimensional PR IIR filter bank; two-channel causal stable IIR PR filter bank design; wavelet bases; Constraint optimization; Delay systems; Design methodology; Filter bank; Finite impulse response filter; Frequency; IIR filters; Prototypes; Reduced order systems; Two dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1999. 42nd Midwest Symposium on
  • Conference_Location
    Las Cruces, NM
  • Print_ISBN
    0-7803-5491-5
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1999.867806
  • Filename
    867806