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

專利號(hào)
US10867025B2
公開日期
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.

說明書

Data collection module 810 can be implemented using a data-collection daemon, which for example can collect: accelerometer data, gyroscope data, magnetometer data, GPS data, Bluetooth network data, Wi-Fi network data, keystroke data, light sensor data, sound sensor data, NFC data, humidity data or any other kind of sensor data. The collected sensor data is temporarily stored in data buffer 811, from which it is uploaded onto a remote database 812 or datastore for further processing. Data buffer 811 can be implemented using a two-level cache, wherein the first level is stored in volatile memory, and the second level can be stored in persistent storage, if it is available. After buffering, the data is uploaded to remote database 812, which holds the sensor data for subsequent processing.

Data Collection Based on a Beacon Signal

Some embodiments make use of use a multi-device approach, which allows us to use an electronic device, such as a personal computer, mobile device, laptop, console or any other personal Internet-connected, wireless-enabled device, as a beacon. We refer to such as device as a “beacon device” 813 as is illustrated in FIG. 8B. During operation, a signal from beacon device 813 periodically wakes up an app on mobile device 808 through a wake-up-on-Bluetooth function, a wake-up-on-NFC function, a wake-up-on-Wi-Fi function, a wake-up-on-Infrared function, or any other wireless-signal-based function that can be used to wake up the application for data collection.

權(quán)利要求

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