• DocumentCode
    1398902
  • Title

    Optimal Relay Function in the Low-Power Regime for Distributed Estimation Over a MAC

  • Author

    Guerriero, Marco ; Marano, Stefano ; Matta, Vincenzo ; Willett, Peter

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Connecticut, Storrs, CT, USA
  • Volume
    58
  • Issue
    5
  • fYear
    2010
  • fDate
    5/1/2010 12:00:00 AM
  • Firstpage
    2907
  • Lastpage
    2911
  • Abstract
    A random parameter is estimated by a distributed network of sensors that communicate over a common multiple-access channel (MAC). A MAC implies an additive fusion rule, and the goal here is to design a power-constrained forwarding strategy and fusion center post-processing. To get an explicit solution we appeal to asymptotics, meaning that we design the locally optimal scheme for the limiting case that the received power goes to zero.
  • Keywords
    distributed algorithms; multi-access systems; wireless sensor networks; MAC; additive fusion rule; distributed estimation; distributed sensor network; fusion center post-processing; low-power regime; multiple-access channel; optimal relay function; power-constrained forwarding strategy; random parameter estimation; Distributed estimation; MAC; relay;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2010.2041870
  • Filename
    5401104