no code implementations • 3 Feb 2024 • Mahathir Monjur, Jia Liu, Jingye Xu, Yuntong Zhang, Xiaomeng Wang, Chengdong Li, Hyejin Park, Wei Wang, Karl Shieh, Sirajum Munir, Jing Wang, Lixin Song, Shahriar Nirjon
This paper examines the application of WiFi signals for real-world monitoring of daily activities in home healthcare scenarios.
no code implementations • 23 Mar 2023 • Yuntong Zhang, Jingye Xu, Mimi Xie, Dakai Zhu, Houbing Song, Wei Wang
With this dataset, we developed HRV models that combine signal processing and ML to directly infer HRV.
no code implementations • 23 Mar 2023 • Yuntong Zhang, Jingye Xu, Mimi Xie, Wei Wang, Keying Ye, Jing Wang, Dakai Zhu
Moreover, our analysis showed that DT models with 10 to 20 input features usually have good accuracy, while are several magnitude smaller in model sizes and faster in inference time.