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 …

A state of art review on methodologies of occupancy estimating in buildings from 2011 to 2021

L Zhao, Y Li, R Liang, P Wang - Electronics, 2022 - mdpi.com
Occupancy information is important to building facility managers in terms of building energy
efficiency, indoor environmental quality, comfort conditions, and safety management of …

Pa-count: passenger counting in vehicles using wi-fi signals

H Jiang, S Chen, Z Xiao, J Hu, J Liu… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Passenger counting is crucial for many applications such as vehicle scheduling and traffic
capacity assessment. However, most of the existing solutions are either high-cost, privacy …

Wi-Fi sensing based on IEEE 802.11 bf

C Chen, H Song, Q Li, F Meneghello… - IEEE …, 2022 - ieeexplore.ieee.org
Conventionally, Wi-Fi radio signals are widely used for data transmissions in a wireless local
area network (WLAN). Recently, it has been an interesting topic to also apply Wi-Fi radio …

A survey on wireless device-free human sensing: Application scenarios, current solutions, and open issues

J Xiao, H Li, M Wu, H Jin, MJ Deen, J Cao - ACM Computing Surveys, 2022 - dl.acm.org
In the last decade, many studies have significantly pushed the limits of wireless device-free
human sensing (WDHS) technology and facilitated various applications, ranging from …

ProxiFit: Proximity Magnetic Sensing Using a Single Commodity Mobile toward Holistic Weight Exercise Monitoring

J Kim, Y Nam, J Lee, YJ Suh, I Hwang - … of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
Although many works bring exercise monitoring to smartphone and smartwatch, inertial
sensors used in such systems require device to be in motion to detect exercises. We …

Wiffract: a new foundation for RF imaging via edge tracing

A Pallaprolu, B Korany, Y Mostofi - Proceedings of the 28th annual …, 2022 - dl.acm.org
In this paper, we are interested in high-quality imaging of still objects with only received
power measurements of off-the-shelf WiFi transceivers. We show that the scattered WiFi …

Crowd Analytics with a Single mmWave Radar

A Pallaprolu, P Peng, S Sandhu, W Hurst… - Proceedings of the 30th …, 2024 - dl.acm.org
This paper presents a novel approach for crowd analytics using a single monostatic
mmWave radar. We propose a new mathematical model that infers the crowd size for …

Wi-Flex: Reflex Detection with Commodity WiFi

M Torun, Y Mostofi - Proceedings of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
In this paper, we are interested in startle reflex detection with WiFi signals. We propose that
two parameters related to the received signal bandwidth, maximum normalized bandwidth …

Csi-based passenger counting on public transport vehicles with multiple transceivers

H Wang, IWH Ho - 2024 IEEE Wireless Communications and …, 2024 - ieeexplore.ieee.org
Wi-Fi sensing has enabled many applications due to the increasing number of commercial
Wi-Fi devices and channel state information (CSI) extraction tools. In this paper, we study the …