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Opportunistically collecting sensor data from a mobile device to facilitate user identification

專利號(hào)
US10867025B2
公開(kāi)日期
2020-12-15
申請(qǐng)人
UnifyID(US CA San Francisco)
發(fā)明人
John C. Whaley
IPC分類
G06F21/31; G06F21/35; H04L29/06; H04W4/38; G06F21/32; H04W12/06; G06K9/00; G06N20/00; H04W12/00
技術(shù)領(lǐng)域
sensor,data,user,or,device,in,collection,beacon,can,trigger
地域: CA CA San Francisco

摘要

The inventors recently developed a system that authenticates and/or identifies a user of an electronic device based on passive factors, which do not require conscious user actions. During operation of the system, in response to a trigger event, the system collects sensor data from one or more sensors in the electronic device, wherein the sensor data includes movement-related sensor data caused by movement of the portable electronic device while the portable electronic device is in control of the user. Next, the system extracts a feature vector from the sensor data, and analyzes the feature vector to authenticate and/or identify the user. During this process, the feature vector is analyzed using a model trained with sensor data previously obtained from the portable electronic device while the user was in control of the portable electronic device.

說(shuō)明書

FIG. 7A illustrates a system that uses a cron-based silent push notification to trigger collection of sensor data in accordance with the disclosed embodiments.

FIG. 7B illustrates a system that uses an adaptive notification server to trigger collection of sensor data in accordance with the disclosed embodiments.

FIG. 8A illustrates a system that triggers collection of sensor data based on activity detection in accordance with the disclosed embodiments.

FIG. 8B illustrates a system that uses a beacon device to trigger collection of sensor data in accordance with the disclosed embodiments.

FIG. 8C illustrates a system that uses an active beacon device to trigger collection of sensor data based on feedback from a learner in accordance with the disclosed embodiments.

FIG. 8D illustrates a system that uses a commercial wireless beacon to trigger collection of sensor data in accordance with the disclosed embodiments.

FIG. 8E illustrates a system that triggers collection of sensor data using a geofencing API in accordance with the disclosed embodiments.

DETAILED DESCRIPTION

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