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In-Vehicle Breathing Rate Monitoring Based on WiFi Signals
- Source :
- 2020 50th European Microwave Conference (EuMC).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- In this work, we propose in-vehicle breathing rate monitoring by exploiting channel state information (CSI) available in WiFi signals. The system uses CSI phase and amplitude extracted from a commercial-off-the-shelf (COTS) network interface card (NIC). We provide a simple two-path radio signal propagation model to explain the complementary relation between CSI phase and amplitude. Analyzing CSI phase and amplitude separately, we estimate the breathing rate of a person in a stationary vehicle. We conduct measurements using different antenna positions and with single and multiple antennas at the receiver. Verifying the measurement results with real-time counting of the breathing rate, we show that using multiple antennas significantly improve the performance of the system.
- Subjects :
- Respiratory rate
SIMPLE (military communications protocol)
Computer science
ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS
020208 electrical & electronic engineering
Phase (waves)
020206 networking & telecommunications
Data_CODINGANDINFORMATIONTHEORY
02 engineering and technology
Amplitude
Network interface controller
Channel state information
0202 electrical engineering, electronic engineering, information engineering
Electronic engineering
In vehicle
Antenna (radio)
Computer Science::Information Theory
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 50th European Microwave Conference (EuMC)
- Accession number :
- edsair.doi...........3eb03f25a1811fa75d825ff33f167540
- Full Text :
- https://doi.org/10.23919/eumc48046.2021.9338026