User and device localization using probabilistic device log trilateration

摘要

This paper describes a method to learn demand models and find relative locations of users and devices based on usage logs only. It therefore allows the monitoring and optimization of infrastructures using a signal that is often already available. Absolute positions can be obtained by combining the usage logs with a small number of hand-labeled positions of users and/or devices.