A method for estimating movement behaviour of a user of a mobile communication device by a neural network comprising one or more lower and one or more higher hidden layers. The method comprises a step of obtaining sensor data from sensors in the mobile device; a step of obtaining measurements related to a movement of the user; a step of labelling these measurements as weakly labelled data; pre-training the lower hidden layers to estimate the measurements from the first set of sensor data; a step of obtaining a second set of sensor data wherein movement behaviour of the user is labelled as labelled data; a step of training the higher hidden layers with the labelled data to estimate the movement behaviour of the user as said output.
DERIVING MOVEMENT BEHAVIOUR FROM SENSOR DATA
2018-06-28
Patent
Electronic Resource
English
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
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