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 …

WiHF: Enable user identified gesture recognition with WiFi

C Li, M Liu, Z Cao - IEEE INFOCOM 2020-IEEE Conference on …, 2020 - ieeexplore.ieee.org
User identified gesture recognition is a fundamental step towards ubiquitous device-free
sensing. We propose WiHF, which first simultaneously enables cross-domain gesture …

Unsupervised learning for human sensing using radio signals

T Li, L Fan, Y Yuan, D Katabi - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
There is a growing literature demonstrating the feasibility of using Radio Frequency (RF)
signals to enable key computer vision tasks in the presence of occlusions and poor lighting …

Combating interference for long range LoRa sensing

B Xie, J Xiong - Proceedings of the 18th Conference on Embedded …, 2020 - dl.acm.org
Wireless sensing has become a hot research topic recently, enabling a large range of
applications. However, due to the intrinsic nature of employing weak target-reflection signal …

A Survey on Human Profile Information Inference via Wireless Signals

Q He, E Yang, S Fang - IEEE Communications Surveys & …, 2024 - ieeexplore.ieee.org
Due to the ubiquitous deployment of wireless infrastructures, the radio signal nature of
invisibility, and the elimination of the line-of-sight requirement, it has drawn increasing …

RFlens: metasurface-enabled beamforming for IoT communication and sensing

C Feng, X Li, Y Zhang, X Wang, L Chang… - Proceedings of the 27th …, 2021 - dl.acm.org
Beamforming can improve the communication and sensing capabilities for a wide range of
IoT applications. However, most existing IoT devices cannot perform beamforming due to …

Toward reliable non-line-of-sight localization using multipath reflections

X Zhang, L Chen, M Feng, T Jiang - … of the ACM on Interactive, Mobile …, 2022 - dl.acm.org
The past decade's research in RF indoor localization has led to technologies with decimeter-
level accuracy under controlled experimental settings. However, existing solutions are not …

EchoSpot: Spotting your locations via acoustic sensing

J Lian, J Lou, L Chen, X Yuan - Proceedings of the ACM on Interactive …, 2021 - dl.acm.org
Indoor localization has played a significant role in facilitating a collection of emerging
applications in the past decade. This paper presents a novel indoor localization solution via …

Rfcam: Uncertainty-aware fusion of camera and wi-fi for real-time human identification with mobile devices

H Chen, S Munir, S Lin - Proceedings of the ACM on Interactive, Mobile …, 2022 - dl.acm.org
As cameras and Wi-Fi access points are widely deployed in public places, new mobile
applications and services can be developed by connecting live video analytics to the mobile …

Et tu alexa? when commodity wifi devices turn into adversarial motion sensors

Y Zhu, Z Xiao, Y Chen, Z Li, M Liu, BY Zhao… - arXiv preprint arXiv …, 2018 - arxiv.org
Our work demonstrates a new set of silent reconnaissance attacks, which leverages the
presence of commodity WiFi devices to track users inside private homes and offices, without …