Deep AI enabled ubiquitous wireless sensing: A survey

C Li, Z Cao, Y Liu - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
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 …

Device-free wireless sensing: Challenges, opportunities, and applications

J Wang, Q Gao, M Pan, Y Fang - IEEE network, 2018 - ieeexplore.ieee.org
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 …

Human respiration detection with commodity WiFi devices: Do user location and body orientation matter?

H Wang, D Zhang, J Ma, Y Wang, Y Wang… - Proceedings of the …, 2016 - dl.acm.org
Recent research has demonstrated the feasibility of detecting human respiration rate non-
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

Q Gao, J Wang, X Ma, X Feng… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
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 …

WiDir: Walking direction estimation using wireless signals

D Wu, D Zhang, C Xu, Y Wang, H Wang - Proceedings of the 2016 ACM …, 2016 - dl.acm.org
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 …

Cooperative deep-learning positioning in mmWave 5G-advanced networks

BC Tedeschini, M Nicoli - IEEE Journal on Selected Areas in …, 2023 - ieeexplore.ieee.org
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 …

Privacy-preserving cross-environment human activity recognition

L Zhang, W Cui, B Li, Z Chen, M Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

Opportunistic radar in IEEE 802.11 ad networks

E Grossi, M Lops, L Venturino… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
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 …

Wi-ESP—A tool for CSI-based device-free Wi-Fi sensing (DFWS)

M Atif, S Muralidharan, H Ko… - Journal of Computational …, 2020 - academic.oup.com
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 …

Device-free RF human body fall detection and localization in industrial workplaces

S Kianoush, S Savazzi, F Vicentini… - IEEE Internet of …, 2016 - ieeexplore.ieee.org
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 …