Automatic calibration of geolocation analytic systems and operator network equipment parameters
Abstract A method for calibrating geolocation analytic system in a wireless network includes receiving a first data set including measurement data associated with a mobile device connected to the wireless network from a first data source. A second data set comprising external geo-location data assoc...
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Zusammenfassung: | Abstract A method for calibrating geolocation analytic system in a wireless network includes receiving a first data set including measurement data associated with a mobile device connected to the wireless network from a first data source. A second data set comprising external geo-location data associated with the mobile device is received from a second data source. The first data set is compared to the second data set to estimate geo-location of the mobile device and to identify one or more errors using calibration function. The identified one or more errors are corrected based on the comparison. 20UE GNSS/MDT/ 308 202 208 Location data taeg Network Data (Predictors Ci o 4...0 310 Timing Power Othe Clutter )tork Engine 204 206 Calibration Analyzing Engine output: Eg. TA Roadrs Morphology&, Predictor errors, Site errors, Environment~nformation FrqenyTmigdvne 214 Database UE errors. 2G /3G Data MliRT Network Element Data-' ( T'ing Muli-RA Antnna p a ntr, PA-powev2 204a 206a FIG . 3 400 Reliable Independent UE 202 40geolocation data (e.g. 402 38GPS oatiGoogle Cellular Network Data (Predictors) 222 Tiin owr Other Channel UE30 Quality Locations 218 s Calibration Engine 204f 206 214 Daaase 404 22-Network Element Data 20_Antenna parameter, PA-power, Azimuth,.. Road Morphology & rNetork "pameeon UE correction Data Power Measurements vs E inviironment Information jFrequency. Timing Advance 212 406 408 execution residual error. 'F G |
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