Skeleton-based human pose recognition using channel state information: A survey

Z Wang, M Ma, X Feng, X Li, F Liu, Y Guo, D Chen - Sensors, 2022 - mdpi.com
With the increasing demand for human-computer interaction and health monitoring, human
behavior recognition with device-free patterns has attracted extensive attention. The …

WiFederated: Scalable WiFi sensing using edge-based federated learning

SM Hernandez, E Bulut - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
WiFi sensing using channel state information (CSI) offers a device-free and nonintrusive
method for human activity monitoring. However, the data-hungry and location-specific …

[HTML][HTML] Privacy-friendly statistical counting for pedestrian dynamics

VD Stanciu, M van Steen, C Dobre, A Peter - Computer communications, 2023 - Elsevier
Abstract Relying on Wi-Fi signals broadcasted by smartphones became the de-facto
standard in the domain of pedestrian crowd monitoring. This method got the edge over other …

Enabling lightweight device-free wireless sensing with network pruning and quantization

Y Sun, F Li, G Li, X Ma, Q Gao, M Pan… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Deep learning based device-free wireless sensing systems have achieved satisfactory
performance in sensing human gesture, identity, location, etc.. However, subject to the …

A Task-Oriented Deep Learning Approach for Human Localization

YJ Chen, W Chen, SQ Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Radio-based human sensing has attracted substantial research attention due to its wide
range of applications, including e-healthcare monitoring, indoor security, and industrial …

GuideAndTrack: A novel guidance and localization method by a handheld UHF-RFID reader

S Megalou, IS Ellina, E Kouros… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
In this paper we present GuideAndTrack; a prototype method for guiding a user to any RFID-
tagged target. The user is equipped with a handheld RFID reader, which measures the …

[Retracted] Design and Implementation of Group Animation Based on Multimedia Intelligent Algorithm

Q Li - Advances in Multimedia, 2022 - Wiley Online Library
In order to improve the autonomy and intelligence of group animation behavior, this paper
proposes a particle swarm optimization algorithm for automatic control of group animation …

Passive Device-free Indoor Movement Detection using WiFi Time-of-Flight Information

S Rösler, A Zubow, F Dressier - 2024 IEEE 49th Conference on …, 2024 - ieeexplore.ieee.org
We present ToFMD, a system that can passively detect the movement of an indoor device-
free user by relying on the absorptions and reflections of WiFi signals off his body. Our …

WiFi-based device-free vehicle speed measurement using fast phase correction MUSIC algorithm

S Li, Y Ma, X Gu, Y Fan, P Wang… - … on Internet of Things …, 2020 - ieeexplore.ieee.org
With the rapid development of intelligent transportation, the new internet of vehicles will
provide a ubiquitous wireless connection for vehicles in the future. The introduction of MIMO …

[PDF][PDF] Passive Crowd Speed Estimation in Adjacent Regions With Minimal WiFi Sensing

Y Mostofi - IEEE Transactions on Mobile Computing, 2020 - par.nsf.gov
In this paper, we propose a methodology for estimating the crowd speed using WiFi devices
without relying on people to carry any device. Our approach not only enables speed …