• DocumentCode
    900369
  • Title

    Cramer-Rao bound analysis of distributed positioning in sensor networks

  • Author

    Larsson, Erik G.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
  • Volume
    11
  • Issue
    3
  • fYear
    2004
  • fDate
    3/1/2004 12:00:00 AM
  • Firstpage
    334
  • Lastpage
    337
  • Abstract
    In future applications of sensor networking technology, it is envisioned that nodes will be able to determine their geographical position by measuring the range differences between one another in a collaborative fashion. The aim of this letter is to provide quantitative expressions that can be used both to facilitate an understanding for why such distributed positioning works and to assess the ultimately achievable accuracy in practice. Specifically, we compute the Crame´r-Rao bound on the positioning accuracy, under different assumptions on the network synchronization. Numerical examples illustrate our results.
  • Keywords
    Global Positioning System; ad hoc networks; synchronisation; wireless sensor networks; Cramer-Rao bound analysis; GPS; Global Positioning System; ad hoc network; distributed positioning accuracy; geographical position determination; network synchronization; quantitative expression; radio-location; range difference; sensor network; Ad hoc networks; Collaboration; Coordinate measuring machines; Global Positioning System; Intelligent networks; Noise measurement; Performance evaluation; Position measurement; Radio navigation; Sensor systems;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2003.822899
  • Filename
    1268022