• DocumentCode
    455881
  • Title

    Database Correlation Method for Multi-System Positioning

  • Author

    Kemppi, Paul ; Nousiainen, Sami

  • Author_Institution
    VTT Inf. Technol.
  • Volume
    2
  • fYear
    2006
  • fDate
    7-10 May 2006
  • Firstpage
    866
  • Lastpage
    870
  • Abstract
    The objective of this paper is to propose and evaluate database correlation method (DCM) for user positioning in heterogeneous network environment. The work is based on DCM developed earlier at VTT Research Centre of Finland. The proposed algorithm is capable of exploiting and combining measurements originating from multiple different networks (e.g. GSM and UMTS) and it utilizes filtering techniques (Kalman filtering) as well as external data (vectorized street network for map-matching) to further improve the positioning accuracy. Field trials are carried out to collect terminal measurement data from real operational GSM and UMTS networks, and from a WLAN indoor network. These measurements are used to evaluate the implemented algorithms. The results show that the proposed multi-system positioning algorithm with post-processing techniques improves positioning accuracy compared to the DCM resorting to only one network or without post-processing techniques
  • Keywords
    3G mobile communication; Kalman filters; cellular radio; correlation methods; filtering theory; indoor radio; wireless LAN; GSM; Kalman filtering; UMTS; WLAN indoor network; database correlation method; filtering techniques; map-matching; multisystem positioning; vectorized street network; 3G mobile communication; Correlation; Databases; Delay; Filtering; Fingerprint recognition; GSM; Least squares approximation; Power measurement; Wireless LAN; GSM; Kalman filter; Map-Matching; UMTS; WLAN; database correlation; indoor positioning; mobile positioning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Vehicular Technology Conference, 2006. VTC 2006-Spring. IEEE 63rd
  • Conference_Location
    Melbourne, Vic.
  • ISSN
    1550-2252
  • Print_ISBN
    0-7803-9391-0
  • Electronic_ISBN
    1550-2252
  • Type

    conf

  • DOI
    10.1109/VETECS.2006.1682948
  • Filename
    1682948