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SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities
The rapid advancements in wireless technologies have led to numerous research studies
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …
Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning
Wi-Fi sensing technology has shown superiority in smart homes among various sensors for
its cost-effective and privacy-preserving merits. It is empowered by channel state information …
its cost-effective and privacy-preserving merits. It is empowered by channel state information …
AirFi: Empowering WiFi-based passive human gesture recognition to unseen environment via domain generalization
WiFi-based smart human sensing technology enabled by Channel State Information (CSI)
has received great attention in recent years. However, CSI-based sensing systems suffer …
has received great attention in recent years. However, CSI-based sensing systems suffer …
SecureSense: Defending adversarial attack for secure device-free human activity recognition
Deep neural networks have empowered accurate device-free human activity recognition,
which has wide applications. Deep models can extract robust features from various sensors …
which has wide applications. Deep models can extract robust features from various sensors …
Maskfi: Unsupervised learning of wifi and vision representations for multimodal human activity recognition
Human activity recognition (HAR) has been playing an increasingly important role in various
domains such as healthcare, security monitoring, and metaverse gaming. Though numerous …
domains such as healthcare, security monitoring, and metaverse gaming. Though numerous …
[HTML][HTML] Non-contact multimodal indoor human monitoring systems: A survey
Indoor human monitoring systems are integral in various applications. They leverage a wide
range of sensors, including cameras, radio devices, and inertial measurement units, to …
range of sensors, including cameras, radio devices, and inertial measurement units, to …
Adapose: Towards cross-site device-free human pose estimation with commodity wifi
WiFi-based pose estimation is a technology with great potential for the development of smart
homes and metaverse avatar generation. However, current WiFi-based pose estimation …
homes and metaverse avatar generation. However, current WiFi-based pose estimation …
[HTML][HTML] Commodity Wi-Fi-Based Wireless Sensing Advancements over the Past Five Years
H Zhu, E Dong, M Xu, H Lv, F Wu - Sensors, 2024 - mdpi.com
With the compelling popularity of integrated sensing and communication (ISAC), Wi-Fi
sensing has drawn increasing attention in recent years. Starting from 2010, Wi-Fi channel …
sensing has drawn increasing attention in recent years. Starting from 2010, Wi-Fi channel …
Distance-based multiple noncooperative ground target encirclement for complex environments
This article proposes a comprehensive strategy for complex multitarget-multidrone
encirclement in an obstacle-rich and global positioning system (GPS)-denied environment …
encirclement in an obstacle-rich and global positioning system (GPS)-denied environment …