Jio, Inc.

Tile, Inc.

Peter Gene Jansons

Roger William Ady

Justin Eltoft

David Edward Stude

Adam John Kusey

Ivan Kolotov

Makarand Manohar Karvekar

Bharat Sunkavally

John A Renaldi

David E Stude

A method comprises accessing historical signal and other information received from a tracking device configured to scan for signals transmitted by local devices and record other data as the tracking device moves within the geographic area during each of a plurality time intervals. A training dataset is generated based on the historical signal and other information and used to train a machine learning model configured to predict tracking device movement patterns. The machine learning model is applied to current signal and other information to detect a variance from one or more predefined routines associated with the tracking device. A notification is sent to a monitoring device associated with the tracking device in response to detecting the variance from the one or more predefined routines associated with the tracking device.

Power-efficient tracking using machine-learned patterns and routines

A method includes generating location change information of a computing device in accordance with a location resolution level of a reporting approach and sending the location change information to another computing device in accordance with a location reporting frequency of the reporting approach. The method further includes detecting geo-activity change of the computing device and updating the reporting approach based on the geo-activity change to produce an updated location resolution level and an updated location reporting frequency. The method further includes generating further location change information of the computing device in accordance with the updated location resolution level and sending the further location change information to the other computing device in accordance with the updated location reporting frequency.

Communicating location change information in accordance with a reporting approach

A method includes determining to report location change information of a first computing device to a second computing device and sending the location change information to the second computing device utilizing an initial communication approach. The method further includes assigning a priority level of the location change information based on one or more environmental parameters. When the priority level of the location change information is greater than a priority threshold, the method further includes selecting a new communication approach and resending at least a portion of the location change information to the second computing device using the new communication approach.

Communicating location change information

Growing community of inventors

Elburn, IL, United States of America

Peter Gene Jansons