Abstract
The channel impulse response (CIR) obtained from the channel estimation step of various wireless systems is a widely used source of information in wireless sensing. Breathing rate is one of the important vital signs that can be retrieved from the CIR. Recently, there have been various works that extract the breathing rate from one carefully selected CIR delay bin that contains the breathing information. However, it has also been shown that the accuracy of this estimation is very sensitive to the measurement scenario, e.g., if there is any obstacle between the transceivers and the target, the position of the target, and the orientation of the target, since only one CIR delay bin does not contain a sufficient periodic component to retrieve the breathing rate. We focus on such scenarios and propose a CIR delay bin fusion method to merge several CIR bins to achieve a more accurate and reliable breathing rate estimate. We take measurements and showcase the advantages of the proposed method across scenarios.
| Original language | English |
|---|---|
| Title of host publication | 2023 IEEE International Conference on Communications Workshops |
| Subtitle of host publication | Sustainable Communications for Renaissance, ICC Workshops 2023 |
| Publisher | Institute of Electrical and Electronics Engineers |
| Pages | 1695-1700 |
| Number of pages | 6 |
| ISBN (Electronic) | 979-8-3503-3307-7 |
| ISBN (Print) | 979-8-3503-3308-4 |
| DOIs | |
| Publication status | Published - 23 Oct 2023 |
| Event | 2023 IEEE International Conference on Communications Workshops (ICC Workshops) - Rome, Italy Duration: 28 May 2023 → 1 Jun 2023 |
Conference
| Conference | 2023 IEEE International Conference on Communications Workshops (ICC Workshops) |
|---|---|
| Country/Territory | Italy |
| City | Rome |
| Period | 28/05/23 → 1/06/23 |
Funding
This research has been kindly supported by the Swiss National Science Foundation under Grant-ID 182621.
| Funders | Funder number |
|---|---|
| Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung | 182621 |
Keywords
- Wireless communication
- Wireless sensor networks
- Conferences
- Estimation
- Position measurement
- Transceivers
- Delays
- breathing rate estimation
- ultra-wideband
- channel impulse response
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