DocumentCode :
696761
Title :
Bayesian approach to satellite selection
Author :
Vartiainen, Toni ; Saarinen, Jukka ; Syrjarinne, Jari
Author_Institution :
Digital and Computer Systems Laboratory, Tampere University of Technology, PO BOX 553, Tampere, Finland
fYear :
2000
fDate :
4-8 Sept. 2000
Firstpage :
1
Lastpage :
4
Abstract :
In this paper, Bayes´ theorem is used in selection of global positioning system (GPS) satellites. By selecting the most reliable satellites among all visible satellites, system performance can be improved by fusing together information from multiple sources. This requires reliable modeling of the satellites by means of probabilities and probability distributions. Reliable satellite modeling requires a comprehensive set of parameters that gives the best possible satellite state representation. A measure of satellite appropriateness can then be calculated by applying Bayesian probabilistic reasoning to a parameter combination. Performance of the suggested method is verified by simulations.
Keywords :
Bayes methods; Global Positioning System; Receivers; Reliability; Satellites; Signal to noise ratio;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2000 10th European
Conference_Location :
Tampere, Finland
Print_ISBN :
978-952-1504-43-3
Type :
conf
Filename :
7075382
Link To Document :
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