Wifi sensing on the edge: Signal processing techniques and challenges for real-world systems

SM Hernandez, E Bulut - IEEE Communications Surveys & …, 2022 - ieeexplore.ieee.org
In this work, we evaluate the feasibility of deploying ubiquitous WiFi sensing systems at the
edge and consider the applicability of existing techniques on constrained edge devices and …

Cross-domain wifi sensing with channel state information: A survey

C Chen, G Zhou, Y Lin - ACM Computing Surveys, 2023 - dl.acm.org
The past years have witnessed the rapid conceptualization and development of wireless
sensing based on Channel State Information (CSI) with commodity WiFi devices. Recent …

Zero-effort cross-domain gesture recognition with Wi-Fi

Y Zheng, Y Zhang, K Qian, G Zhang, Y Liu… - Proceedings of the 17th …, 2019 - dl.acm.org
Wi-Fi based sensing systems, although sound as being deployed almost everywhere there
is Wi-Fi, are still practically difficult to be used without explicit adaptation efforts to new data …

Towards domain-independent and real-time gesture recognition using mmwave signal

Y Li, D Zhang, J Chen, J Wan, D Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Human gesture recognition using millimeter-wave (mmWave) signals provides attractive
applications including smart home and in-car interfaces. While existing works achieve …

DeFall: Environment-independent passive fall detection using WiFi

Y Hu, F Zhang, C Wu, B Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Fall is recognized as one of the most frequent accidents among elderly people. Many
solutions, either wearable or noncontact, have been proposed for fall detection (FD) …

GaitCube: Deep data cube learning for human recognition with millimeter-wave radio

MZ Ozturk, C Wu, B Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Monitoring and identifying gait has recently emerged as a promising solution candidate for
unobtrusive human recognition. In order to enable ubiquitous and reliable application, a gait …

Exploring multiple antennas for long-range WiFi sensing

Y Zeng, J Liu, J Xiong, Z Liu, D Wu… - Proceedings of the ACM on …, 2021 - dl.acm.org
Despite extensive research effort on contactless WiFi sensing over the past few years, there
are still significant barriers hindering its wide application. One key issue is the limited …

MetaGanFi: Cross-domain unseen individual identification using WiFi signals

J Zhang, Z Chen, C Luo, B Wei, SS Kanhere… - Proceedings of the ACM …, 2022 - dl.acm.org
Human has an unique gait and prior works show increasing potentials in using WiFi signals
to capture the unique signature of individuals' gait. However, existing WiFi-based human …

{SLNet}: A Spectrogram Learning Neural Network for Deep Wireless Sensing

Z Yang, Y Zhang, K Qian, C Wu - 20th USENIX Symposium on …, 2023 - usenix.org
Advances in wireless technologies have transformed wireless networks from a pure
communication medium to a pervasive sensing platform, enabling many sensorless and …

Gate-ID: WiFi-based human identification irrespective of walking directions in smart home

J Zhang, B Wei, F Wu, L Dong, W Hu… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Research has shown the potential of device-free WiFi sensing for human identification. Each
and every human has a unique gait and prior works suggest WiFi devices are able to …