A CNN and diffusion based encoder-decoder model to extract fine-grained human vital waveforms from mmWave radar

• 主要作者: Zuo, Jia
• 其他作者: Xie Lihua
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2025
• 主題: Computer and Information Science; Engineering; Medicine, Health and Life Sciences; Non-contact vital sign monitoring; Fine-grained ECG waveform recovery; mmWave radar; Diffusion model
• 在線閱讀: https://hdl.handle.net/10356/182152
• 機構: Nanyang Technological University

Vital signs like electrocardiogram (ECG) waveforms, are critical for early disease monitoring and prevention, including the detection of cardiac abnormalities. Radio-frequency (RF) sensors like millimeter-wave (mmWave) radar, have emerged as significant tools for non-contact vital sign monitoring in...