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