Search Results for author: Yongpeng Dai

Found 4 papers, 0 papers with code

Few-shot Human Motion Recognition through Multi-Aspect mmWave FMCW Radar Data

no code implementations19 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.

Using Geometrical information to Measure the Vibration of A Swaying Millimeter-wave Radar

no code implementations19 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.

BERT: Accelerating Vital Signs Measurement for Bioradar with An Efficient Recursive Technique

no code implementations20 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.

Heart Rate Variability

Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar

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.

Human Activity Recognition RF-based Action Recognition +1

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