Wireless sensing for human activity: A survey
With the advancement of wireless technologies and sensing methodologies, many studies
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
A survey on human behavior recognition using channel state information
Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …
achieved significant progress in the field of ubiquitous computing. Among various …
Smart user authentication through actuation of daily activities leveraging WiFi-enabled IoT
User authentication is a critical process in both corporate and home environments due to the
ever-growing security and privacy concerns. With the advancement of smart cities and home …
ever-growing security and privacy concerns. With the advancement of smart cities and home …
Data augmentation and dense-LSTM for human activity recognition using WiFi signal
Recent research has devoted significant efforts on the utilization of WiFi signals to recognize
various human activities. An individual's limb motions in the WiFi coverage area could …
various human activities. An individual's limb motions in the WiFi coverage area could …
Real-time GIS for smart cities
Evidence suggests that the proportion of the human population living in cities will continue to
grow, to the point where over 90% of the worldLs population will be living in one form of city …
grow, to the point where over 90% of the worldLs population will be living in one form of city …
CrossSense: Towards cross-site and large-scale WiFi sensing
We present CrossSense, a novel system for scaling up WiFi sensing to new environments
and larger problems. To reduce the cost of sensing model training data collection …
and larger problems. To reduce the cost of sensing model training data collection …
Continuous authentication through finger gesture interaction for smart homes using WiFi
The development of smart homes has advanced the concept of user authentication to not
only protecting user privacy but also facilitating personalized services to users. Along this …
only protecting user privacy but also facilitating personalized services to users. Along this …
Mask does not matter: Anti-spoofing face authentication using mmWave without on-site registration
W Xu, W Song, J Liu, Y Liu, X Cui, Y Zheng… - Proceedings of the 28th …, 2022 - dl.acm.org
Face authentication (FA) schemes are universally adopted. However, current FA systems
are mainly camera-based and hence susceptible to face occlusion (eg, facial masks) and …
are mainly camera-based and hence susceptible to face occlusion (eg, facial masks) and …
Deep AI enabled ubiquitous wireless sensing: A survey
With the development of the Internet of Things (IoT), many kinds of wireless signals (eg, Wi-
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …
Fi, LoRa, RFID) are filling our living and working spaces nowadays. Beyond communication …
Wi-Fi CSI-based behavior recognition: From signals and actions to activities
Human behavior recognition has been considered as a core technology that can facilitate a
variety of applications. However, accurate detection and recognition of human behavior is …
variety of applications. However, accurate detection and recognition of human behavior is …