no code implementations • 19 Jan 2025 • Hao Fan, Lingfeng Chen, Chengbai Xu, Jiadong Zhou, Yongpeng Dai, Panhe Hu
Radar human motion recognition methods based on deep learning models has been a heated spot of remote sensing in recent years, yet the existing methods are mostly radial-oriented.
no code implementations • 19 Jun 2024 • Chengyao Tang, Yongpeng Dai, Zhi Li, Tian Jin
This paper presents two new, simple yet effective approaches to measure the vibration of a swaying millimeter-wave radar (mmRadar) utilizing geometrical information.
no code implementations • 20 Apr 2024 • Chengyao Tang, Yongpeng Dai, Zhi Li, Yongping Song, Fulai Liang, Tian Jin
Recent years have witnessed the great advance of bioradar system in smart sensing of vital signs (VS) for human healthcare monitoring.
no code implementations • Neurocomputing 2019 • Hao Du, Tian Jin, Yuan He, Yongping Song, Yongpeng Dai
In this work, we propose a neural network architecture, namely segmented convolutional gated recurrent neural network (SCGRNN), to recognize human activities based on micro-Doppler spectrograms measured by the ultra-wideband radar.