• DocumentCode
    3016444
  • Title

    Low complexity PARAFAC receiver for MIMO-OFDMA system in the presence of multi-access interference

  • Author

    Santra, Avik ; Hari, K.V.S.

  • Author_Institution
    Dept. of Electr. Commun. Eng., Indian Inst. of Sci., Bangalore, India
  • fYear
    2010
  • fDate
    7-10 Nov. 2010
  • Firstpage
    1473
  • Lastpage
    1477
  • Abstract
    Synchronization errors in time and frequency occur in OFDM, OFDMA leading to interferences that complicate data detection at the receiver. The trilinear data model for MIMO-OFDMA for any arbitrary carrier assignment scheme is formulated. We propose to accomplish user´s separation at the BS using estimates of the multiple CFOs and then use PARAFAC-TALS for blind estimation of user´s parameters. We show that the proposed receiver not only relaxes the identifiability criteria but also simplifies the tri-linear alternating least squares iteration.
  • Keywords
    MIMO communication; frequency division multiple access; interference (signal); least squares approximations; receivers; MIMO-OFDMA system; PARAFAC receiver; multi-access interference; synchronization errors; tri-linear alternating least squares iteration; Data models; Estimation; Matrix decomposition; OFDM; Receivers; Tensile stress; Wireless communication; ICI; MAI; MIMO; OFDMA; PARAFAC; blind signal separation; multiple CFOs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers (ASILOMAR), 2010 Conference Record of the Forty Fourth Asilomar Conference on
  • Conference_Location
    Pacific Grove, CA
  • ISSN
    1058-6393
  • Print_ISBN
    978-1-4244-9722-5
  • Type

    conf

  • DOI
    10.1109/ACSSC.2010.5757781
  • Filename
    5757781