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Movi-Fi: Motion-Robust Vital Signs Waveform Recovery Via Deep Interpreted RF Sensing by jujinming1 is a document available to read on EtoBox.
What is Movi-Fi: Motion-Robust Vital Signs Waveform Recovery Via Deep Interpreted RF Sensing about?
MoVi-Fi is a system that uses deep contrastive learning to recover fine-grained vital signs waveforms from RF signals in a contact-free manner, even under severe body movements. Existing RF-based vital signs monitoring systems require subjects to remain static, which is impractical. MoVi-Fi addresses this by employing deep contrastive learning to distinguish vital signs signals from body movement signals without needing ground truth labels. Experiments with 12 subjects undergoing various motions demonstrate
- Author
- jujinming1
- Language
- EN