• DocumentCode
    2659590
  • Title

    Decision Directed Channel Estimation Employing Projection Approximation Subspace Tracking

  • Author

    Akhtman, Jos ; Hanzo, Lajos

  • Author_Institution
    Sch. of Electr. & Comput. Sci., Southampton Univ.
  • fYear
    2007
  • fDate
    22-25 April 2007
  • Firstpage
    3056
  • Lastpage
    3060
  • Abstract
    The attainable capacity and integrity of a state-of-the-art broadband multi-carrier communication system is highly sensitive to the accuracy of the information available concerning the channel conditions encountered. The majority of existing advanced channel estimation schemes assume knowledge of the channel´s power delay profile (PDP) in order to estimate the corresponding instantaneous channel impulse response (CIR). It is evident however that in realistic mobile channels, where at least one of the communicating terminals is in motion, the power delay profile will also be time-variant and thus may not be known a priori at the receiver. In this paper we propose a decision directed channel estimation scheme employing the so-called projection approximation subspace tracking (PAST) algorithm. The PAST algorithm is utilised for the sake of achieving low-complexity recursive tracking of the channel´s PDP. The achievable performance of the proposed method is documented in the context of an OFDM system communicating in realistic channel conditions characterized by a time-variant fractionally-spaced PDP.
  • Keywords
    broadband networks; channel estimation; tracking; wireless channels; broadband multi-carrier communication system; decision directed channel estimation; instanteneous channel impulse response; low-complexity recursive tracking; power delay profile; projection approximation subspace tracking; time-variant fractionally-spaced PDP; Approximation algorithms; Bandwidth; Broadband communication; Channel estimation; Context; Delay estimation; OFDM; Recursive estimation; Transfer functions; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2007. VTC2007-Spring. IEEE 65th
  • Conference_Location
    Dublin
  • ISSN
    1550-2252
  • Print_ISBN
    1-4244-0266-2
  • Type

    conf

  • DOI
    10.1109/VETECS.2007.626
  • Filename
    4213054