4 papers · 1 filter
RFCheck: Synthetic RF Sensing Data Can Fail Measurement Consistency
Di Zhang, Yuanhao Cui, Tony Xiao Han +1
Synthetic radio-frequency (RF) sensing data are widely used to augment wireless sensing tasks, yet their measurement consistency with real data is rarely evaluated under matched ac…
SDP: A Unified Protocol and Benchmarking Framework for Reproducible Wireless Sensing
Di Zhang, Jiawei Huang, Yuanhao Cui +4
Learning-based wireless sensing has made rapid progress, yet the field still lacks a unified and reproducible experimental foundation. Unlike computer vision, wireless sensing reli…
A Sensing Dataset Protocol for Benchmarking and Multi-Task Wireless Sensing
Jiawei Huang, Di Zhang, Yuanhao Cui +4
Wireless sensing has become a fundamental enabler for intelligent environments, supporting applications such as human detection, activity recognition, localization, and vital sign…
RayLoc: Wireless Indoor Localization via Fully Differentiable Ray-tracing
Xueqiang Han, Tianyue Zheng, Tony Xiao Han +1
Wireless indoor localization has been a pivotal area of research over the last two decades, becoming a cornerstone for numerous sensing applications. However, conventional wireless…