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 …
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 …
method for human activity monitoring. However, the data-hungry and location-specific …
[HTML][HTML] Privacy-friendly statistical counting for pedestrian dynamics
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 …
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
Deep learning based device-free wireless sensing systems have achieved satisfactory
performance in sensing human gesture, identity, location, etc.. However, subject to the …
performance in sensing human gesture, identity, location, etc.. However, subject to the …
A Task-Oriented Deep Learning Approach for Human Localization
Radio-based human sensing has attracted substantial research attention due to its wide
range of applications, including e-healthcare monitoring, indoor security, and industrial …
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 …
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 …
proposes a particle swarm optimization algorithm for automatic control of group animation …
Passive Device-free Indoor Movement Detection using WiFi Time-of-Flight Information
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 …
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 …
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 …
without relying on people to carry any device. Our approach not only enables speed …