• DocumentCode
    463894
  • Title

    Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information

  • Author

    Marques, Antonio G. ; Xing Wang ; Giannakis, Georgios

  • Author_Institution
    Dept. of Signal Theory & Commun., Rey Juan Carlos Univ., Madrid, Spain
  • Volume
    3
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    We consider minimizing average transmit-power with finite-rate feedback for coherent communications in a wireless sensor network (WSN). where sensors communicate with a fusion center (FC) using adaptive modulation and coding over a wireless fading channel. By viewing the coherent WSN setup as a distributed space-time multi-input single-output (MISO) system, we develop beamforming and resource allocation strategies and design optimal quantizers when the sensors only have available quantized (Q-) channel state information at the transmitters (CSIT) through a finite-rate feedback channel. Numerical results reveal that our novel design based on Q-CSIT yields significant power savings even for a small number of feedback bits.
  • Keywords
    fading channels; feedback; resource allocation; sensor fusion; wireless sensor networks; adaptive modulation and coding; coherent communications; distributed space-time multi-input single-output system; finite-rate feedback; finite-rate feedback channel; fusion center; optimal quantizers; power savings; quantized channel state information; resource allocation strategies; transmit-power; wireless fading channel; wireless sensor networks; Array signal processing; Channel state information; Fading; Feedback; Modulation coding; Resource management; Sensor fusion; Sensor systems; Transmitters; Wireless sensor networks; MISO systems; Minimum energy control; Multi-sensor systems; Optimization methods; Quantization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.366589
  • Filename
    4217763