• DocumentCode
    2802047
  • Title

    A study of the effect of uncertainties when calculating the singular value decomposition of a polynomial matrix

  • Author

    Foster, J.A. ; McWhirter, J.G. ; Davies, M.R. ; Chambers, J.A.

  • Author_Institution
    Adv. Signal Process. Group, Loughborough Univ., Loughborough, UK
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    4118
  • Lastpage
    4121
  • Abstract
    An algorithm has been recently proposed by the authors for calculating a polynomial matrix singular value decomposition (SVD) based upon polynomial matrix QR decomposition. In this work we examine how this method compares to a previously proposed method of formulating this decomposition. In particular, the performance of the two methods is examined when each is used as part of a broadband multiple-input multiple-output (MIMO) communication system by means of average bit error rate simulations. These results confirm a clear advantage of using the new polynomial matrix SVD method over the existing technique. This paper also discusses the possible errors that are encountered when formulating the SVD of a polynomial matrix and investigates how these errors affect the error rate performance of both SVD methods within the proposed application.
  • Keywords
    MIMO communication; error statistics; polynomial matrices; singular value decomposition; MIMO communication system; average bit error rate simulations; broadband multiple-input multiple-output communication system; polynomial matrix QR decomposition; polynomial matrix SVD method; singular value decomposition; Bit error rate; Delay; Digital signal processing; MIMO; Matrix decomposition; OFDM; Polynomials; Signal processing algorithms; Singular value decomposition; Uncertainty; Polynomial matrix; QR decomposition; multi-input multi-output communication; singular value decomposition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495728
  • Filename
    5495728