• DocumentCode
    1765239
  • Title

    Radio Map Update Automation for WiFi Positioning Systems

  • Author

    Jun-Sung Lim ; Woo-Hyuk Jang ; Gi-Wan Yoon ; Dong-Soo Han

  • Author_Institution
    Dept. of Comput. Sci., Korea Adv. Inst. of Sci. & Technol. (KAIST), Daejeon, South Korea
  • Volume
    17
  • Issue
    4
  • fYear
    2013
  • fDate
    41365
  • Firstpage
    693
  • Lastpage
    696
  • Abstract
    This paper presents a novel method to reduce the recalibration costs of a radio map by automatically updating the radio map. The appearance frequencies of access points (APs) detected from user feedback data are mainly used for the update. The proposed method appeared superior to previous methods, especially in its ability to update newly installed APs in the radio map. According to the experiment conducted for the radio map of 233 Seoul subway stops, the proposed method was effective for updating APs with weak as well as strong signal strengths.
  • Keywords
    calibration; cost reduction; feedback; wireless LAN; AP; Seoul subway stop; WiFi positioning system; access point; feedback data detection; radio map update automation; recalibration cost reduction; Accuracy; Automation; Databases; IEEE 802.11 Standards; Manuals; Servers; Smart phones; Indoor environments; WiFi positioning; database updating; implicit user feedback; radio map; wireless LAN;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/LCOMM.2013.022213.122885
  • Filename
    6484074