WirelessEye is a framework for developing WiFi-based sensing systems. It serves as a link between a (patched) radio firmware and a classifier for detecting, e.g., human activity. In brief, WirelessEye supports the following functionality related to a WiFi’s channel state information (CSI) in an “out- of-the-box” manner: Visualizing CSI data in real-time, Recording CSI data using different file formats, Customizable preprocessing of CSI data, Streaming of the preprocessed data to a classifier, Visualizing machine and deep learning classification results in real-time. WirelessEye can be extended and enhanced using plugins. Ad- ditional documentation, including additional details on setting up and running a WiFi sensing system, is available in the WirelessEye repository.
Artifact: WirelessEye – Seeing over WiFi Made Accessible
Kindt, Philipp H.;Turetta, Cristian;Demrozi, Florenc;Pravadelli, Graziano;Chakraborty, Samarjit
2024-01-01
Abstract
WirelessEye is a framework for developing WiFi-based sensing systems. It serves as a link between a (patched) radio firmware and a classifier for detecting, e.g., human activity. In brief, WirelessEye supports the following functionality related to a WiFi’s channel state information (CSI) in an “out- of-the-box” manner: Visualizing CSI data in real-time, Recording CSI data using different file formats, Customizable preprocessing of CSI data, Streaming of the preprocessed data to a classifier, Visualizing machine and deep learning classification results in real-time. WirelessEye can be extended and enhanced using plugins. Ad- ditional documentation, including additional details on setting up and running a WiFi sensing system, is available in the WirelessEye repository.
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