• DocumentCode
    1454873
  • Title

    A dynamic system approach for radio location fingerprinting in wireless local area networks

  • Author

    Fang, Shih-Hau ; Lin, Tsung-Nan

  • Author_Institution
    Dept. of Electr. Eng., Yuan Ze Univ., Taoyuan, Taiwan
  • Volume
    58
  • Issue
    4
  • fYear
    2010
  • fDate
    4/1/2010 12:00:00 AM
  • Firstpage
    1020
  • Lastpage
    1025
  • Abstract
    This study focuses on the localization using Received Signal Strength (RSS) in dense multipath indoor environments. A dynamic system approach is proposed in the fingerprinting module, where the location is estimated from the state instead from RSS directly. The state is reconstructed from a temporal sequence of RSS samples by incorporating a proper memory structure based on Taken´s embedded theory. Then, a more accurate state-location correlation is estimated because the impact of the temporal variation due to multipath is considered. An indoor experiment in Wireless Local Area Networks (WLAN) shows the effectiveness of our approach.
  • Keywords
    indoor radio; mobility management (mobile radio); wireless LAN; RSS samples; Takens embedded theory; WLAN; dynamic system approach; multipath indoor environments; radio location fingerprinting; received signal strength; state-location correlation; wireless local area networks; Costs; Databases; Degradation; Emergency services; Fingerprint recognition; History; Indoor environments; Land mobile radio cellular systems; State estimation; Wireless LAN; Dynamic system; IEEE 802.11; WLAN; location fingerprinting; multipath;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2010.04.090080
  • Filename
    5439303