• DocumentCode
    3296542
  • Title

    Analyzing error propagation in range-based multihop sensor localization

  • Author

    Huang, Baoqi ; Yu, Changbin ; Anderson, Brian D O

  • Author_Institution
    Res. Sch. of Inf. Sci. & Eng., Australian Nat. Univ., Canberra, ACT, Australia
  • fYear
    2009
  • fDate
    15-18 Dec. 2009
  • Firstpage
    865
  • Lastpage
    870
  • Abstract
    Location information for sensors in wireless sensor networks (WSNs) is essential to many tasks. If sensors are mobile and are to be controlled to certain locations, localizability is indispensable. In a noisy environment, locations must be estimated, and the question of location error and its magnitude becomes important. Error is a function of the positioning and density of anchors in a WSN, and the error can propagate (i.e. increase) as sensors progressively more distant from anchors are localized. Understanding the semi-quantitative rules governing error propagation is quite helpful to designing WSNs and improving performances of localization systems. This paper deals with error propagation in 1-dimensional WSNs with noisy range measurements in terms of the Crame¿r-Rao lower bound. Factors influencing error propagation are investigated carefully, and a divide and conquer method is presented to analyze error propagation in WSNs.
  • Keywords
    mobile radio; wireless sensor networks; Cramer-Rao lower bound; WSN; error propagation; location information; noisy range measurements; range-based multihop sensor localization; semiquantitative rules; wireless sensor networks; Australia; Covariance matrix; Error analysis; Parameter estimation; Power engineering and energy; Protocols; Routing; Target tracking; Wireless sensor networks; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
  • Conference_Location
    Shanghai
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3871-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2009.5399710
  • Filename
    5399710