• DocumentCode
    2656220
  • Title

    BT-POD: A parallel and error-controllable wideband model reduction method for frequency-domain simulations

  • Author

    Wang, Wei ; Paraschos, Georgios N. ; Vouvakis, Marinos N.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Massachusetts, Amherst, MA, USA
  • fYear
    2009
  • fDate
    1-5 June 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This paper introduces a hybrid SVD-Krylov technique based on the balanced truncation - proper orthogonal decomposition (BT-POD). The method combines the best features of the two categories, namely offers error controls and indicators while preserving the efficiency of Krylov MOR. The most time consuming step related to the POD sampling is embarrassingly parallel, making the method suitable for multi-core computing. The method is related to the principal component analysis (PCA) of pattern recognition and machine learning, and shares the same spirit with the low-rank POD of Willcox et.al., Phillips´ poor-man´s TBR. and the Choleski factor -alternating direction implicit (CF-ADI) algorithm.
  • Keywords
    computational electromagnetics; electromagnetic waves; frequency-domain analysis; ultra wideband technology; Choleski factor-alternating direction implicit algorithm; balanced truncation-proper orthogonal decomposition; error-controllable wideband model reduction method; frequency-domain simulations; hybrid SVD-Krylov technique; machine learning; multicore computing; offers error controls; pattern recognition; principal component analysis; ultra wide band electromagnetic systems; Computer errors; Concurrent computing; Error correction; Frequency domain analysis; Machine learning algorithms; Observability; Pervasive computing; Principal component analysis; Reduced order systems; Ultra wideband communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Antennas and Propagation Society International Symposium, 2009. APSURSI '09. IEEE
  • Conference_Location
    Charleston, SC
  • ISSN
    1522-3965
  • Print_ISBN
    978-1-4244-3647-7
  • Type

    conf

  • DOI
    10.1109/APS.2009.5172213
  • Filename
    5172213