A Novel RSSI Fingerprint Positioning Method Based on Virtual AP and Convolutional Neural Network

IEEE Sensors Journal（2022）

引用 5|浏览19

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摘要

Indoor Wi-Fi positioning based on Received Signal Strength Indicator (RSSI) has been widely used in all kinds of location-based services. However, the accuracy of positioning is susceptible to the sharp fluctuation of RSSI and the low sampling density. To address these difficulties, this paper proposes a novel fingerprint positioning method combining the virtual Access Point (AP) technique with Co...

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关键词

Fingerprint recognition,Convolutional neural networks,Sensors,Loss measurement,Databases,Received signal strength indicator,Computational modeling

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