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
Link To Document :
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