• DocumentCode
    972355
  • Title

    IIR Digital Filter Design With New Stability Constraint Based on Argument Principle

  • Author

    Jiang, Aimin ; Kwan, Hon Keung

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Windsor, Windsor, ON
  • Volume
    56
  • Issue
    3
  • fYear
    2009
  • fDate
    3/1/2009 12:00:00 AM
  • Firstpage
    583
  • Lastpage
    593
  • Abstract
    This paper presents a weighted least squares (WLS) method for IIR digital filter design using a new stability constraint. Utilizing the reweighting technique, an iterative second-order cone programming (SOCP) method is employed to solve the design problem, such that either linear or second-order cone constraints can be further incorporated. In order to guarantee the stability of designed IIR digital filters, a new stability constraint with a prescribed pole radius is derived from the argument principle (AP) of complex analysis. As compared with other frequency-domain stability constraints, the AP-based stability constraint is both sufficient and necessary. Since the derived stability constraint cannot be directly incorporated in the iterative SOCP method, the similar reweighting technique is deployed to approximate the stability constraint in a quadratic form, which is then combined with the WLS iterative design process. Filter design examples are presented to demonstrate the effectiveness of the proposed iterative SOCP method.
  • Keywords
    IIR filters; iterative methods; least squares approximations; IIR digital filter design; argument principle; frequency-domain stability constraints; iterative second-order cone programming; reweighting techniques; weighted least squares method; Argument principle (AP); infinite impulse response (IIR) digital filters; reweighting techniques; second-order cone programming (SOCP); weighted least squares (WLS) approximation;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2008.2002116
  • Filename
    4663643