CSI-based location-independent human activity recognition using feature fusion
Y Zhang, Q Liu, Y Wang, G Yu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Channel state information (CSI)-based human activity recognition (HAR) has important
application prospects, such as smart homes, medical monitoring, and public security. Due to …
application prospects, such as smart homes, medical monitoring, and public security. Due to …
CSI-based human activity recognition with graph few-shot learning
Y Zhang, Y Chen, Y Wang, Q Liu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Human activity recognition (HAR) based on channel state information (CSI) plays an
increasingly important role in the research of human–computer interaction. Many CSI HAR …
increasingly important role in the research of human–computer interaction. Many CSI HAR …
CSI-based location-independent human activity recognition with parallel convolutional networks
Y Zhang, Y Yin, Y Wang, J Ai, D Wu - Computer Communications, 2023 - Elsevier
Abstract Human Activity Recognition (HAR) based on Wi-Fi has a broad application prospect
in human–computer interaction. Since Wi-Fi signals are sensitive to the environmental …
in human–computer interaction. Since Wi-Fi signals are sensitive to the environmental …
Wi-Fi sensing based person identification and activity recognition using two-phase deep learning model
Human activity recognition and person identification using Channel State Information (CSI),
according to IEEE 802.11 n standard WiFi signals, has recently gained much attention. The …
according to IEEE 802.11 n standard WiFi signals, has recently gained much attention. The …
CDFi: Cross-Domain Action Recognition using WiFi Signals
Contactless WiFi based human action recognition exhibits remarkable prospects in the fields
such as human-computer interaction and smart home. However, domain dependency …
such as human-computer interaction and smart home. However, domain dependency …
CSI-based cross-scene human activity recognition with incremental learning
Y Zhang, F He, Y Wang, D Wu, G Yu - Neural Computing and Applications, 2023 - Springer
Abstract Human Activity Recognition (HAR) based on Channel State Information (CSI) has
important application prospects in various fields such as human–computer interactivity …
important application prospects in various fields such as human–computer interactivity …
Wi-fi csi based human sign language recognition using lstm network
Human sign language gesture recognition is an emerging application in the domain of Wi-Fi-
based recognition. The recognition application utilizes the Channel State Information (CSI) …
based recognition. The recognition application utilizes the Channel State Information (CSI) …
Few-shot Learning for Human Activity Recognition Based on CSI
S Huang, Y Chen, D Wu, G Yu… - 2022 Asia Conference on …, 2022 - ieeexplore.ieee.org
Human Activity Recognition (HAR) based on Channel State Information (Csi) plays an
increasingly impor-tant role in human-computer interaction. Traditional research requires a …
increasingly impor-tant role in human-computer interaction. Traditional research requires a …
[图书][B] Device-Free WiFi Sensing for Human Activity Recognition
Z Shi - 2021 - search.proquest.com
Human activity recognition (HAR) using WiFi signals (WiFi-based HAR) has drawn
considerable interest from the research community. In contrast to traditional device-based …
considerable interest from the research community. In contrast to traditional device-based …