• DocumentCode
    1211694
  • Title

    A multidimensional scaling framework for mobile location using time-of-arrival measurements

  • Author

    Cheung, K.W. ; So, H.C.

  • Author_Institution
    Dept. of Comput. Eng. & Inf. Technol., City Univ. of Hong Kong, China
  • Volume
    53
  • Issue
    2
  • fYear
    2005
  • fDate
    2/1/2005 12:00:00 AM
  • Firstpage
    460
  • Lastpage
    470
  • Abstract
    Localization of mobile phones is now a very popular research topic. A simple algorithm is devised for mobile location estimation using time-of-arrival measurements of the signal from the mobile station received at three or more base stations, via modifying the classical multidimensional scaling technique, which has been developed for analyzing data obtained from physical, biological, and behavioral science. The bias and variance of the proposed algorithm are also derived. Computer simulations are included to corroborate the theoretical development and to contrast the estimator performance with several conventional approaches as well as the Crame´r-Rao lower bound.
  • Keywords
    mobile communication; mobile handsets; multidimensional signal processing; optimisation; time-of-arrival estimation; Cramer-Rao lower bound; mobile location estimation; mobile phone localization; mobile terminal; multidimensional scaling framework; multidimensional scaling technique; optimization; positioning algorithm; time-of-arrival measurement; Base stations; Data analysis; FCC; Global Positioning System; Mobile handsets; Multidimensional systems; Position measurement; Signal processing; Synchronization; Time measurement; Mobile terminal; multidimensional scaling; positioning algorithm; time-of-arrival;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2004.840721
  • Filename
    1381739