• DocumentCode
    1982969
  • Title

    Semi-blind CoMP system with multiple-CFO estimation and ICA based equalization

  • Author

    Yufei Jiang ; Xu Zhu ; Eng Lim ; Hai Lin ; Yi Huang

  • Author_Institution
    Dept. of Electr. Eng. & Electron., Univ. of Liverpool, Liverpool, UK
  • fYear
    2012
  • fDate
    3-7 Dec. 2012
  • Firstpage
    3783
  • Lastpage
    3788
  • Abstract
    We propose an orthogonal frequency division multiplexing (OFDM) based semi-blind coordinated multi-point (CoMP) system, with a low complexity estimation approach for multiple carrier frequency offsets (CFOs), and an equalization structure based on the independent component analysis (ICA). Our work is different in that a small number of well-designed pilot symbols are employed to kill two birds with one stone. On the one hand, using the structure of pilots, a complex multi-dimensional search for multiple CFOs is divided into a series of low-complexity mono-dimensional searches. On the other hand, the cross-correlation between the transmitted and the received pilot symbols is explored to allow elimination of the remaining ambiguity in the ICA equalized signals. Simulation results show that with a low training overhead of 3.1%, the proposed semi-blind system can achieve a bit error rate (BER) performance close to the ideal case with perfect channel state information (CSI) and no CFO at the receiver.
  • Keywords
    OFDM modulation; communication complexity; correlation methods; equalisers; error statistics; independent component analysis; radio receivers; search problems; wireless channels; BER performance; CFO estimation; CSI; ICA based equalization; ICA equalized signal; OFDM; bit error rate; carrier frequency offset; complex multidimensional search; complexity estimation; cross-correlation; equalization structure; independent component analysis; low-complexity monodimensional search; orthogonal frequency division multiplexing; perfect channel state information; received pilot symbol; receiver; semiblind CoMP system; semiblind coordinated multipoint system; semiblind system; transmitted pilot symbol; OFDM; carrier frequency offset (CFO); coordinated multi-point (CoMP); independent component analysis (ICA);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Communications Conference (GLOBECOM), 2012 IEEE
  • Conference_Location
    Anaheim, CA
  • ISSN
    1930-529X
  • Print_ISBN
    978-1-4673-0920-2
  • Electronic_ISBN
    1930-529X
  • Type

    conf

  • DOI
    10.1109/GLOCOM.2012.6503706
  • Filename
    6503706