SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing

J Yang, X Chen, H Zou, CX Lu, D Wang, S Sun, L **e - Patterns, 2023 - cell.com
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …

WiFi-based human sensing with deep learning: Recent advances, challenges, and opportunities

I Ahmad, A Ullah, W Choi - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
The rapid advancements in wireless technologies have led to numerous research studies
that provide evidence of the successful utilization of wireless signals, particularly, WiFi …

Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning

J Yang, X Chen, H Zou, D Wang… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
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 …

AirFi: Empowering WiFi-based passive human gesture recognition to unseen environment via domain generalization

D Wang, J Yang, W Cui, L **e… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

SecureSense: Defending adversarial attack for secure device-free human activity recognition

J Yang, H Zou, L **e - IEEE Transactions on Mobile Computing, 2022 - ieeexplore.ieee.org
Deep neural networks have empowered accurate device-free human activity recognition,
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

J Yang, S Tang, Y Xu, Y Zhou, L **e - arxiv preprint arxiv:2402.19258, 2024 - arxiv.org
Human activity recognition (HAR) has been playing an increasingly important role in various
domains such as healthcare, security monitoring, and metaverse gaming. Though numerous …

[HTML][HTML] Non-contact multimodal indoor human monitoring systems: A survey

P Susarla, A Mukherjee, ML Cañellas, CÁ Casado… - Information …, 2024 - Elsevier
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 …

Adapose: Towards cross-site device-free human pose estimation with commodity wifi

Y Zhou, J Yang, H Huang, L **e - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
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 …

[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 …

Distance-based multiple noncooperative ground target encirclement for complex environments

F Liu, S Yuan, K Cao, W Meng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article proposes a comprehensive strategy for complex multitarget-multidrone
encirclement in an obstacle-rich and global positioning system (GPS)-denied environment …