• DocumentCode
    2445108
  • Title

    Indoor multi-resolution subarea localization based on received signal strength fingerprint

  • Author

    Shengliang Zhou ; Bang Wang ; Yijun Mo ; Wenyu Liu

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol. (HUST), Wuhan, China
  • fYear
    2012
  • fDate
    25-27 Oct. 2012
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Fingerprint-based localization technology has been intensively studied for point localization in indoor environments. Subarea localization, which is to localize a mobile target into some subarea, is also a practical issue in indoor localization. In this paper, we propose the concept of multi-resolution subarea localization based on received signal strength fingerprinting technique. Different levels of subarea fingerprints are first obtained by constructing coverage range-based fingerprints, and by received signal mean values or probability distribution based fingerprints. We also propose two subarea localization schemes that consists of a two-step localization. At first, the radio coverage range fingerprints are used for localization, and when this method fails, we perform a deterministic-based or probabilistic-based fingerprint comparison to finally locate a mobile target. The field testing results show that the hit rate of the proposed schemes can achieve 0.95 or better in room level.
  • Keywords
    fingerprint identification; indoor radio; mobile radio; radionavigation; statistical distributions; deterministic based fingerprint comparison; fingerprint based localization technology; indoor environments; indoor localization; indoor multiresolution subarea localization; mobile target location; probabilistic based fingerprint comparison; probability distribution based fingerprints; radio coverage; received signal strength fingerprint; signal mean values; signal strength fingerprinting technique;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications & Signal Processing (WCSP), 2012 International Conference on
  • Conference_Location
    Huangshan
  • Print_ISBN
    978-1-4673-5830-9
  • Electronic_ISBN
    978-1-4673-5829-3
  • Type

    conf

  • DOI
    10.1109/WCSP.2012.6542912
  • Filename
    6542912