WiFi-based Real-time Breathing and Heart Rate Monitoring during Sleep
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Abstract (arXiv)
Good quality sleep is essential for good health and sleep monitoring becomes a vital research topic. This paper provides a low cost, continuous and contactless WiFi-based vital signs (breathing and heart rate) monitoring method. In particular, we set up the antennas based on Fresnel diffraction model and signal propagation theory, which enhances the detection of weak breathing/heartbeat motion. We implement a prototype system using the off-shelf devices and a real-time processing system to monitor vital signs in real time. The experimental results indicate the accurate breathing rate and heart rate detection performance. To the best of our knowledge, this is the first work to use a pair of WiFi devices and omnidirectional antennas to achieve real-time individual breathing rate and heart rate monitoring in different sleeping postures.
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 Aug 2019.
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Citing papers per year: 2023: 4; 2024: 0; 2025: 4; 2026: 1.
9 papers.
- 2023Gesture Recognition with mmWave Wi-Fi Access Points: Lessons Learnedcited by 4
- 2023Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensingcited by 2
- 2025Extracting Range-Doppler Information of Moving Targets from Wi-Fi Channel State Informationcited by 2
- 2025Non Line-of-Sight Optical Wireless Communication using Neuromorphic Camerascited by 1
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensingcited by 1
- 2023Respiratory Anomaly Detection using Reflected Infrared Light-wave Signalscited by 0
- 2023Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classificationcited by 0
- 2025Synergistic Localization and Sensing in MIMO-OFDM Systems via Mixed-Integer Bilevel Learningcited by 0
- 2026Human Presence Detection via Wi-Fi Range-Filtered Doppler Spectrum on Commodity Laptopscited by 0
- 2026Human Presence Detection via Wi-Fi Range-Filtered Doppler Spectrum on Commodity Laptops11 Mar 2026
- 2025CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing4 Dec 2025
- 2025Extracting Range-Doppler Information of Moving Targets from Wi-Fi Channel State Information4 Aug 2025
- 2025Synergistic Localization and Sensing in MIMO-OFDM Systems via Mixed-Integer Bilevel Learning7 Jul 2025
- 2025Non Line-of-Sight Optical Wireless Communication using Neuromorphic Cameras14 Mar 2025
- 2023Evolutionary Optimization of 1D-CNN for Non-contact Respiration Pattern Classification20 Dec 2023
- 2023Respiratory Anomaly Detection using Reflected Infrared Light-wave Signals2 Nov 2023
- 2023Gesture Recognition with mmWave Wi-Fi Access Points: Lessons Learned29 Jun 2023
- 2023Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing9 Jan 2023