• DocumentCode
    783837
  • Title

    Mobile position location using factor graphs

  • Author

    Chen, Jung-Chieh ; Maa, Ching-Shyang ; Wang, Yeong-Cheng ; Chen, Jiunn-Tsair

  • Author_Institution
    Mobile Commun. Lab., Nat. Tsing Hua Univ., Hsinchu, Taiwan
  • Volume
    7
  • Issue
    9
  • fYear
    2003
  • Firstpage
    431
  • Lastpage
    433
  • Abstract
    Making use of the time-of-arrival measurements and their stochastic properties, we propose a low-complexity high-accuracy algorithm to estimate the location of a target mobile station (MS). Under a factor graph framework, in the proposed algorithm, soft-information is efficiently exchanged among local processing units to iteratively purify the estimate of the MS location. Numerical results show that the proposed algorithm not only enjoys advantages of low complexity, suitable for integrated-circuit implementation, but it is also able to achieve performance very close to the optimum achievable bound, the maximum-likelihood bound.
  • Keywords
    3G mobile communication; cellular radio; graph theory; maximum likelihood estimation; radio direction-finding; stochastic processes; MS location; UMTS-WCDMA systems; cellular radio system; factor graphs; integrated-circuit implementation; local processing units; low-complexity high-accuracy algorithm; maximum-likelihood bound; measurement errors; mobile station location estimation; optimum achievable bound; stochastic properties; third generation wireless systems; time-of-arrival measurements; Cellular networks; Iterative algorithms; Least squares methods; Maximum likelihood estimation; Measurement errors; Mobile communication; Stochastic processes; Taylor series; Telephone sets; Wireless networks;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/LCOMM.2003.817337
  • Filename
    1232499