• DocumentCode
    864756
  • Title

    Beamforming Algorithms for Information Relaying in Wireless Sensor Networks

  • Author

    Abdallah, Mohamed M. ; Papadopoulos, Haralabos C.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Cairo Univ., Cairo
  • Volume
    56
  • Issue
    10
  • fYear
    2008
  • Firstpage
    4772
  • Lastpage
    4784
  • Abstract
    We develop beamforming algorithms for information relaying over shared slowly nonselective fading channels in wireless sensor networks. We assume that, prior to beamforming their received data to a destination, the relays preprocess them by either data amplifying or decoding. The beamforming weights are broadcasted by the destination to the relays and are formed based on the individual relay-destination channel coefficients and an m-bit description of the quality of each source-relay channel. For both relay data-preprocessing models, we present methods for optimizing the m-bit quantizer employed at each relay for encoding its source-relay channel quality level, and for choosing the beamforming weights at the destination, so as optimize the destination uncoded bit error rates. As our simulations and analysis reveal, a coarse single-bit description of each source-relay channel coefficient at the destination may suffice, as it results in only a small increase in uncoded bit error rates with respect to the case where full knowledge of the source-relay channel coefficients are exploited at the destination.
  • Keywords
    fading channels; relays; wireless sensor networks; beamforming algorithms; bit error rates; cooperative communication; fading channels; information relaying; relay networks; source-relay channel; wireless sensor networks; Array signal processing; Bandwidth; Bit error rate; Decoding; Digital relays; Encoding; Fading; Optimization methods; Sensor fusion; Wireless sensor networks; Beamforming; cooperative communication; relay networks; sensor networks;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.923806
  • Filename
    4626085