• DocumentCode
    3313025
  • Title

    Research of an adjacent correction positioning algorithm based on RSSI-distance measurement

  • Author

    Zheng Zhang ; Guocheng Wan ; Min Jiang ; Guangyou Yang

  • Author_Institution
    Key Lab. of Modern Manuf. Quality Eng., Hubei Univ. of Technol., Wuhan, China
  • Volume
    4
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    2319
  • Lastpage
    2323
  • Abstract
    Wireless node positioning technology is an internal demand of wireless sensor network, under this background, an improving localization algorithm which based on RSSI multilateral positioning has been researched in the paper. First, we established a mapping relationship between RSSI and distance based Log-distance Path Loss Model. Then utilized the weighted average recursive filtering algorithm and smooth factor to do a simple process for the RSSI signal which is collected from the front end of RF hardware, after so, the interference from the noise signal had been effectively reduced. Through it, the system can provide more accurate source signal for distance ranging. Subsequently, in order to effectively reduce the influence caused by unilateral ranging error in the calculation of multilateral positioning and improve the positioning precision, we have proposed an adjacent correction positioning algorithm on the base of the multilateral positioning to decrease the influence of unilateral ranging error in the calculation of multilateral positioning. Simulation and actual test showed that the improved algorithm enhances the system´s accuracy and stability.
  • Keywords
    Global Positioning System; distance measurement; recursive filters; signal denoising; wireless sensor networks; RSSI multilateral positioning; RSSI signal; RSSI-distance measurement; adjacent correction positioning algorithm; distance ranging; localization algorithm; log-distance path loss model; noise signal interference; unilateral ranging error; weighted average recursive filtering algorithm; wireless node positioning technology; wireless sensor network; Accuracy; Algorithm design and analysis; Distance measurement; Filtering; Measurement uncertainty; Wireless communication; Wireless sensor networks; RSSI ranging; adjacent correction algorithm; filtering; multilateral positioning; wireless node position;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-61284-180-9
  • Type

    conf

  • DOI
    10.1109/FSKD.2011.6019994
  • Filename
    6019994