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 …

Deep learning for radio-based human sensing: Recent advances and future directions

I Nirmal, A Khamis, M Hassan, W Hu… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …

Person-in-WiFi: Fine-grained person perception using WiFi

F Wang, S Zhou, S Panev, J Han… - Proceedings of the …, 2019 - openaccess.thecvf.com
Fine-grained person perception such as body segmentation and pose estimation has been
achieved with many 2D and 3D sensors such as RGB/depth cameras, radars (eg RF-Pose) …

Joint activity recognition and indoor localization with WiFi fingerprints

F Wang, J Feng, Y Zhao, X Zhang, S Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recent years have witnessed the rapid development in the research topic of WiFi sensing
that automatically senses human with commercial WiFi devices. Past work falls into two …

Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning

CW Chang, Y Gao, T Wang, Y Lei… - Physics in Medicine …, 2022 - iopscience.iop.org
Proton therapy requires accurate dose calculation for treatment planning to ensure the
conformal doses are precisely delivered to the targets. The conversion of CT numbers to …

Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities

Y Ge, A Taha, SA Shah, K Dashtipour… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …

Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy

CW Chang, S Zhou, Y Gao, L Lin, T Liu… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. Computed tomography (CT) to material property conversion dominates proton
range uncertainty, impacting the quality of proton treatment planning. Physics-based and …

DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space

L Kondmann, A Toker, M Rußwurm… - 35th Conference on …, 2021 - elib.dlr.de
Recent advances in remote sensing products allow near-real time monitoring of the Earth's
surface. Despite increasing availability of near-daily time-series of satellite imagery, there …

Can WiFi estimate person pose?

F Wang, S Panev, Z Dai, J Han, D Huang - arXiv preprint arXiv …, 2019 - arxiv.org
WiFi human sensing has achieved great progress in indoor localization, activity
classification, etc. Retracing the development of these work, we have a natural question: can …

Activity pattern mining for healthcare

J Jin, W Sun, F Al-Turjman, MB Khan, X Yang - Ieee Access, 2020 - ieeexplore.ieee.org
Cerebellar Ataxia (CA) is a neurological disease with the symptom of poor coordination of
movement and balance disorders. In clinical medicine, the heel-knee-shin test and the rapid …