155 citations · 187 across the 8 of their papers we have counts for
Showing 2022Show all
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cs.LG2022★ 7 cited
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing
Jianfei Yang, Xinyan Chen, Dazhuo Wang +4
WiFi sensing has been evolving rapidly in recent years. Empowered by propagation models and deep learning methods, many challenging applications are realized such as WiFi-based hum…
cs.NI2022★ 7 cited
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning
Jianfei Yang, Xinyan Chen, Han Zou +2
WiFi 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 Informatio…
cs.NI2022★ 155 cited
EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI Compression
Jianfei Yang, Xinyan Chen, Han Zou +3
WiFi technology has been applied to various places due to the increasing requirement of high-speed Internet access. Recently, besides network services, WiFi sensing is appealing in…