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 …

WiFi CSI-based device-free sensing: from Fresnel zone model to CSI-ratio model

D Wu, Y Zeng, F Zhang, D Zhang - CCF Transactions on Pervasive …, 2022 - Springer
Over the past decade, WiFi CSI-based device-free sensing technology has shown great
potential in smart homes, assisted living, and many other applications. While model-based …

NELoRa: Towards ultra-low SNR LoRa communication with neural-enhanced demodulation

C Li, H Guo, S Tong, X Zeng, Z Cao, M Zhang… - Proceedings of the 19th …, 2021 - dl.acm.org
Low-Power Wide-Area Networks (LPWANs) are an emerging Internet-of-Things (IoT)
paradigm marked by low-power and long-distance communication. Among them, LoRa is …

mSense: Towards mobile material sensing with a single millimeter-wave radio

C Wu, F Zhang, B Wang, KJR Liu - … of the ACM on Interactive, Mobile …, 2020 - dl.acm.org
Target material sensing in ubiquitous contexts plays an important role in various
applications. Recently, a few wireless sensing systems have been proposed for material …

MetaSensing: Intelligent metasurface assisted RF 3D sensing by deep reinforcement learning

J Hu, H Zhang, K Bian, M Di Renzo… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Using RF signals for wireless sensing has gained increasing attention. However, due to the
unwanted multi-path fading in uncontrollable radio environments, the accuracy of RF …

FG-LiquID: A contact-less fine-grained liquid identifier by pushing the limits of millimeter-wave sensing

Y Liang, A Zhou, H Zhang, X Wen, H Ma - Proceedings of the ACM on …, 2021 - dl.acm.org
Contact-less liquid identification via wireless sensing has diverse potential applications in
our daily life, such as identifying alcohol content in liquids, distinguishing spoiled and fresh …

SiWa: See into walls via deep UWB radar

T Zheng, Z Chen, J Luo, L Ke, C Zhao… - Proceedings of the 27th …, 2021 - dl.acm.org
Being able to see into walls is crucial for diagnostics of building health; it enables
inspections of wall structure without undermining the structural integrity. However, existing …

Sense me on the ride: Accurate mobile sensing over a LoRa backscatter channel

H Jiang, J Zhang, X Guo, Y He - … of the 19th ACM Conference on …, 2021 - dl.acm.org
Wireless sensing has great significance in Internet of Things (IoT) applications and has
attracted substantial research interests in academia. In this study, we propose Palantir, a first …

Cross-technology communication for the Internet of Things: A survey

Y He, X Guo, X Zheng, Z Yu, J Zhang, H Jiang… - ACM Computing …, 2022 - dl.acm.org
The ever-developing Internet of Things (IoT) brings the prosperity of wireless sensing and
control applications. In many scenarios, different wireless technologies coexist in the shared …

A community-driven approach to democratize access to satellite ground stations

V Singh, A Prabhakara, D Zhang, O Yağan… - Proceedings of the 27th …, 2021 - dl.acm.org
Should you decide to launch a nano-satellite today in Low-Earth Orbit (LEO), the cost of
renting ground station communication infrastructure is likely to significantly exceed your …