• DocumentCode
    930185
  • Title

    Partial-Fraction Expansion Based Frequency Weighted Model Reduction Technique With Error Bounds

  • Author

    Ghafoor, Abdul ; Sreeram, Victor

  • Author_Institution
    Univ. of Western Australia, Perth
  • Volume
    52
  • Issue
    10
  • fYear
    2007
  • Firstpage
    1942
  • Lastpage
    1948
  • Abstract
    In this technical note, we present a new frequency weighted balancing related technique which is based on a parametrized combination of the unweighted balanced truncation technique [9] ,[8] and the partial fraction expansion technique [11] . The reduced-order models which are guaranteed to be stable in the case of double-sided weighting, are obtained by either direct truncation or singular perturbation approximation. Simple, elegant and easily computable a priori error bounds are also derived. Numerical examples and comparison with other well-known techniques show the effectiveness of the proposed technique.
  • Keywords
    continuous systems; discrete systems; perturbation techniques; reduced order systems; frequency weighted balancing related technique; frequency weighted model reduction technique; partial-fraction expansion technique; reduced-order models; singular perturbation approximation; unweighted balanced truncation technique; Approximation error; Australia Council; Error correction; Frequency; Optimal control; Optimization methods; Reduced order systems; Stability; Time invariant systems; Transfer functions; Controller reduction; frequency weights; model-order reduction; partial fraction expansion;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.2007.906231
  • Filename
    4349191