• DocumentCode
    758723
  • Title

    Approximate Calibration-Free Trajectory Reconstruction in a Wireless Network

  • Author

    Almudevar, Anthony

  • Author_Institution
    Dept. Biostat. & Comput. Biol., Univ. of Rochester, Rochester, NY
  • Volume
    56
  • Issue
    7
  • fYear
    2008
  • fDate
    7/1/2008 12:00:00 AM
  • Firstpage
    3081
  • Lastpage
    3088
  • Abstract
    The problem of location tracking of a mobile station in a wireless network has received considerable attention in recent literature. In many installations, a mobile station transmits a radio frequency signal which is received at a number of base stations, from which location estimation follows. Such an application requires some form of signal-distance calibration, either an empirical signal map, or a model-based method which relies on functional relationships between signal and distance derivable from physical principles. In this paper, we propose an alternative approach in which a time series of received signal strength (RSS) measurements is mapped onto a plane in a manner which preserves the general topological and directional properties of any trajectory of a mobile station. This is accomplished without requiring a signal-distance calibration, or even exact knowledge of the base station locations. A detailed proof of the stability properties of the mapping is given. An implementation protocol is developed, and illustrated with numerical examples.
  • Keywords
    mobility management (mobile radio); tracking; RSS; calibration-free trajectory reconstruction; empirical signal map; location estimation; location tracking; mobile station; model-based method; protocol; radio frequency signal; received signal strength; signal-distance calibration; wireless network; Base stations; Calibration; Frequency estimation; RF signals; Radio frequency; Signal mapping; Stability; Time measurement; Trajectory; Wireless networks; Location estimation; tracking; wireless networks;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2008.919090
  • Filename
    4545244