• DocumentCode
    3161495
  • Title

    Mitigate the GPS position error by neural network technique

  • Author

    Nontasud, Sarawut ; Leelaruji, Nipha

  • Author_Institution
    Fac. of Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok
  • fYear
    2008
  • fDate
    20-22 Aug. 2008
  • Firstpage
    3060
  • Lastpage
    3064
  • Abstract
    This paper presents the error reduction of GPS receiver due to ionospheric irregularities by neural network technique. Normally, when GPS signal passed through the irregularities of ionosphere the scintillation will be appeared. It causes to latitude and longitude error from reference position or pseudo-range error more than 10 meters. GPS position error depends on the strength of scintillation index or S4 which due to total electron content in the ionosphere (TEC).We used the measurement data which include the S4 index to analyze and correct the position error by neural network technique. The result of this research we found the position error can reduce to less than 1 meter. The positions average close to correct position.
  • Keywords
    Global Positioning System; ionosphere; neural nets; telecommunication computing; GPS position error; error reduction; ionosphere; neural network technique; total electron content; Earth; Electrons; Equations; Extraterrestrial measurements; Global Positioning System; Ionosphere; Monitoring; Neural networks; Position measurement; Satellite broadcasting; ionosphere; neural network; scintillation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference, 2008
  • Conference_Location
    Tokyo
  • Print_ISBN
    978-4-907764-30-2
  • Electronic_ISBN
    978-4-907764-29-6
  • Type

    conf

  • DOI
    10.1109/SICE.2008.4655189
  • Filename
    4655189