• DocumentCode
    3514110
  • Title

    A multi-technology framework for LBS using fingerprinting

  • Author

    Silva, P.M.M.A. ; Pinto, Hugo ; Serôdio, Carlos M J A ; Monteiro, João L. ; Couto, Carlos A C

  • Author_Institution
    CITAB-UTAD, Univ. of UTAD, Vila Real, Portugal
  • fYear
    2009
  • fDate
    3-5 Nov. 2009
  • Firstpage
    2693
  • Lastpage
    2698
  • Abstract
    Due to the present challenges of Ubiquitous Computing, automatic location estimation of a mobile device in wireless networks is becoming increasingly important. Given the complexity of indoor environments, due to factors such as multipath interference, reflections and refractions, fingerprinting scene analysis methodology is presented in this paper. A multi-technology and multi-platform model is presented. After this model a framework for Localization Based Services was implemented. It can be used for analysis of performance of the location estimation, being developed at various levels of abstraction. This model is intended for indoor environment, being presented and tested different location estimation algorithms based on scene analysis with fingerprinting methodology. The framework was tested using IEEE802.11 and IEEE802.15.4 standards and a realtime location estimation with a accuracy of 1m and a precision of 90% was achieved.
  • Keywords
    IEEE standards; radio networks; ubiquitous computing; IEEE802.11 standards; IEEE802.15.4 standards; LBS; automatic location estimation; fingerprinting methodology; fingerprinting scene analysis; indoor environments; localization based services; mobile device; multipath interference; multiplatform model; multitechnology framework; multitechnology model; realtime location estimation; ubiquitous computing; wireless networks; Fingerprint recognition; Image analysis; Indoor environments; Interference; Mobile computing; Performance analysis; Reflection; Testing; Ubiquitous computing; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE
  • Conference_Location
    Porto
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-4244-4648-3
  • Electronic_ISBN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2009.5415434
  • Filename
    5415434