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

專利號
US10867025B2
公開日期
2020-12-15
申請人
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.

說明書

Commercial beacons, such as Bluetooth, Wi-Fi, NFC, IR or other wireless technology beacons are becoming more widespread, and can be used to send wireless messages, such as advertisements, to mobile devices, wearable devices, and other wireless-enabled devices. As illustrated in FIG. 8D, when such wireless messages, which are sent by a commercial wireless beacon 815, are received at mobile device 808 they can trigger data collection module 810 to collect sensor data, which is stored in data buffer 811 and is subsequently uploaded into remote database 812.

Data Collection Based on Geofencing

Many mobile devices provide a geofencing API. By using such an API, the system can trigger sensor data collection and uploading when the mobile device enters a specific geographical area, like a user's home or workplace, or alternatively a store, a museum or any other specified area. For example, FIG. 8E illustrates how a geofencing API 816, which is available in many mobile devices, can be used to trigger data collection module 810 when mobile device 808 enters a predefined location. The location of mobile device 808 can be determined using: the GPS sensor running on mobile device 808, IP-based geolocation, or any other method of detecting geographical location or proximity to a location.

Various modifications to the disclosed embodiments will be readily apparent to those skilled in the art, and the general principles defined herein may be applied to other embodiments and applications without departing from the spirit and scope of the present invention. Thus, the present invention is not limited to the embodiments shown, but is to be accorded the widest scope consistent with the principles and features disclosed herein.

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