2006 · 15 citations · 9 references
ComputingGeoinformaticsBayesian Data AnalysisMobile ComputingMobile SystemsLocation AnalysisSpatial Statistical ModelingAccuracyBayesian EstimationCorrelationField MeasurementsLocation AccuracyLocation Estimation
We present a database correlation method combined with Bayesian estimation for mobile location in GSM networks. The final location request can be estimated using different ways. Three methods are introduced and investigated in terms of location accuracy. Field measurements with off-line simulations have been performed in a suburban area, which is the dominant environment type in many parts of European cities. We think that location accuracy requirements in such environments should be relaxed, otherwise more work have to be conducted to achieve accuracies comparable to those in urban and dense urban areas.
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Bayesian filtering for location estimation
D. Fox, Jeffrey Hightower, Lin Liao et al. · IEEE Pervasive Computing · 2003 · 706 citations
Database correlation method for GSM location
Heikki Laitinen, Jaakko Lähteenmäki, Tero Nordström · 2002 · 222 citations
Bayesian Filters for Location Estimation
Dieter Fox, Lin Liao, Dirk Schulz et al. · 2003 · 80 citations