• DocumentCode
    395248
  • Title

    Factor graphs for mobile position location

  • Author

    Chen, Jung-Chieh ; Maa, Ching-Shyang ; Chen, Jiunn-Tsair

  • Author_Institution
    Mobile Commun. Lab., Nat. Tsing Hua Univ., Hsinchu, Taiwan
  • Volume
    2
  • fYear
    2003
  • fDate
    6-10 April 2003
  • Abstract
    Making use of the network side time-of-arrival (TOA) measurements, we propose a low-complexity high-accuracy algorithm to estimate the location of a target mobile station (MS). Under a factor graph framework, the proposed algorithm efficiently exchange soft information among local processing units in the mobile switching center (MSC) 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 (ML) bound.
  • Keywords
    computational complexity; graph theory; land mobile radio; radio direction-finding; factor graphs; high-accuracy algorithm; integrated-circuit implementation; local processing units; low complexity algorithm; low-complexity algorithm; maximum likelihood bound; mobile position location; mobile station exchange; mobile switching center; optimum achievable bound; soft information; time-of-arrival measurements; Base stations; Cellular networks; Communication standards; Iterative algorithms; Least squares methods; Maximum likelihood estimation; Mobile communication; Taylor series; Two dimensional displays; Wireless communication;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7663-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2003.1202380
  • Filename
    1202380