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Deep AI enabled ubiquitous wireless sensing: A survey
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …
Deep learning for radio-based human sensing: Recent advances and future directions
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
CDFi: Cross-domain action recognition using WiFi signals
Contactless WiFi based human action recognition exhibits remarkable prospects in the fields
such as human-computer interaction and smart home. However, domain dependency …
such as human-computer interaction and smart home. However, domain dependency …
Context-aware wireless-based cross-domain gesture recognition
Recently, significant efforts have been made to enable WiFi-based gesture recognition.
However, models trained with data collected from specific domain suffer from significant …
However, models trained with data collected from specific domain suffer from significant …
milliEgo: single-chip mmWave radar aided egomotion estimation via deep sensor fusion
Robust and accurate trajectory estimation of mobile agents such as people and robots is a
key requirement for providing spatial awareness for emerging capabilities such as …
key requirement for providing spatial awareness for emerging capabilities such as …