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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 …
Device-free wireless sensing: Challenges, opportunities, and applications
Recent developments on DFWS have shown that wireless signals can be utilized not only as
a communication medium to transmit data, but also as an enabling tool for realizing non …
a communication medium to transmit data, but also as an enabling tool for realizing non …
Human respiration detection with commodity WiFi devices: Do user location and body orientation matter?
Recent research has demonstrated the feasibility of detecting human respiration rate non-
intrusively leveraging commodity WiFi devices. However, is it always possible to sense …
intrusively leveraging commodity WiFi devices. However, is it always possible to sense …
CSI-based device-free wireless localization and activity recognition using radio image features
Device-free wireless localization and activity recognition is an emerging technique, which
could estimate the location and activity of a person without equip** him/her with any …
could estimate the location and activity of a person without equip** him/her with any …
WiDir: Walking direction estimation using wireless signals
Despite its importance, walking direction is still a key context lacking a cost-effective and
continuous solution that people can access in indoor environments. Recently, device-free …
continuous solution that people can access in indoor environments. Recently, device-free …
Cooperative deep-learning positioning in mmWave 5G-advanced networks
In application verticals that rely on mission-critical control, such as cooperative intelligent
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …
transport systems (C-ITS), 5G-Advanced networks must be able to provide dynamic …
Privacy-preserving cross-environment human activity recognition
Recent studies have demonstrated the success of using the channel state information (CSI)
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
Opportunistic radar in IEEE 802.11 ad networks
In this paper, we study the feasibility of an opportunistic radar, which exploits the probing
signals transmitted during the sector level sweep of the IEEE 802.11 ad beamforming …
signals transmitted during the sector level sweep of the IEEE 802.11 ad beamforming …
Wi-ESP—A tool for CSI-based device-free Wi-Fi sensing (DFWS)
Abstract Recent progress in Device-Free Wi-Fi Sensing (DFWS) has established the use of
wireless signals like Wi-Fi not only to communicate but also as a tool to enable device-free …
wireless signals like Wi-Fi not only to communicate but also as a tool to enable device-free …
Device-free RF human body fall detection and localization in industrial workplaces
Fall detection and localization of human operators inside a workspace are major issues in
ensuring a safe working environment. Recent research has shown that the perturbations of …
ensuring a safe working environment. Recent research has shown that the perturbations of …