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- research-articleMay 2024
LiteWiSys: A Lightweight System for WiFi-based Dual-task Action Perception
ACM Transactions on Sensor Networks (TOSN), Volume 20, Issue 4Article No.: 78, Pages 1–19https://doi.org/10.1145/3632177As two important contents in WiFi-based action perception, detection and recognition require localizing motion regions from the entire temporal sequences and classifying the corresponding categories. Existing approaches, though yielding reasonably ...
- research-articleMarch 2024
MetaFormer: Domain-Adaptive WiFi Sensing with Only One Labelled Target Sample
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Volume 8, Issue 1Article No.: 39, Pages 1–27https://doi.org/10.1145/3643550WiFi based action recognition has attracted increasing attentions due to its convenience and universality in real-world applications, whereas the domain dependency leads to poor generalization ability towards new sensing environments or subjects. The ...
- research-articleJanuary 2024
CDFi: Cross-Domain Action Recognition Using WiFi Signals
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 8Pages 8463–8477https://doi.org/10.1109/TMC.2023.3348939Contactless WiFi based human action recognition exhibits remarkable prospects in the fields such as human-computer interaction and smart home. However, domain dependency restricts its generalization into the real-world deployment. Since it is expensive to ...
- research-articleOctober 2023
RoSeFi: A Robust Sedentary Behavior Monitoring System With Commodity WiFi Devices
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 5Pages 6470–6489https://doi.org/10.1109/TMC.2023.3321306Sedentary behaviors are shown to be hazardous to human health. Detecting sedentary behaviors in a ubiquitous way can be realized by the promising WiFi sensing technique. The accurate detection of sedentary behaviors is determined by the accurate ...
- research-articleMay 2023
BreatheBand: A Fine-grained and Robust Respiration Monitor System Using WiFi Signals
ACM Transactions on Sensor Networks (TOSN), Volume 19, Issue 4Article No.: 82, Pages 1–18https://doi.org/10.1145/3582079Respiration is a vital indicator of the state of the human body. Monitoring human respiration enables the realization of a variety of intelligent applications, including smart medical and sleep monitoring. Traditional methods that are dependent upon ...
- research-articleJanuary 2018
Artificial Intelligence Empowered Mobile Sensing for Human Flow Detection
IEEE Network: The Magazine of Global Internetworking (IEEENETW), Volume 33, Issue 1Pages 78–83https://doi.org/10.1109/MNET.2018.1700356Intelligent human detection based on WiFi is a technique that has recently attracted a significant amount of interest from research communities. The use of ubiquitous WiFi to detect the number of queuing persons can facilitate dynamic planning and ...