• DocumentCode
    123525
  • Title

    A localization algorithm by dynamic path-loss fading index for intelligent mining system

  • Author

    Yanyan Mao ; Dapeng Cheng

  • Author_Institution
    Key Lab. of Intell. Inf. Process. in Univ. of Shandong, Shandong Inst. of Bus. & Technol., Yantai, China
  • fYear
    2014
  • fDate
    22-24 Aug. 2014
  • Firstpage
    977
  • Lastpage
    980
  • Abstract
    In recent years, the localization technology for wireless sensor network becomes an important research issue for Intelligent mine system. The calculation error of traditional RSSI-based localization algorithm may exceed 50%. This paper presents DPFI, a RSSI-based localization algorithm, which achieves higher accuracy in underground personnel localization by acquiring dynamic path-loss fading index (PFI) of wireless signals. The simulation results show that DPFI has 95th percentile positioning error within 1m, while the width of the roadway width is 30 meters. When the error range is 1m and the roadway width is 10m, DPFI also brings a 31.2% performance improvement than traditional RSSI-based algorithm.
  • Keywords
    fading; mining; wireless sensor networks; PFI; RSSI-based localization algorithm; dynamic path-loss fading index; intelligent mining system; localization algorithm; received signal strength indicator; underground personnel localization; wireless sensor network; Computers; Intelligent Mining System; Localization Algorithm; Path-loss Fading Index;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science & Education (ICCSE), 2014 9th International Conference on
  • Conference_Location
    Vancouver, BC
  • Print_ISBN
    978-1-4799-2949-8
  • Type

    conf

  • DOI
    10.1109/ICCSE.2014.6926608
  • Filename
    6926608