In some embodiments, a method assigns an assigned user location to a device identifier of a device of a user and receives a time series of measurements of a signal associated with the device identifier. Each measurement is between the device and a set of spatially disposed radio monitors. The method filters one or more measurements from the time series of measurements based on a characteristic to generate a set of measurements. The set of measurements is associated with the assigned user location. Different sets of measurements are associated with different assigned user locations for use in location tracking of a subject client.