Abstract
With the rapid development of the aging population, radar-based fall detection has become a research hotspot in the field of health monitoring. In this paper, a fall detection method based on the human motion scattering model is proposed to enhance the accuracy of fall detection and address the issue of challenging data acquisition. Specifically, the kinematics model of the human body is described, and the radar backscattering model under human motion is established. Simulation research and analysis of human micro-Doppler characteristics are conducted to analyze the correlation between the characteristic micro-Doppler information and body parts when the human body is walking and falling. This analysis aims to simplify the backscattering model of human radar and enhance detection efficiency. The experimental results demonstrate that the method effectively reduces the probability of false alarm and missing alarm.
| Original language | English |
|---|---|
| Title of host publication | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 216-218 |
| Number of pages | 3 |
| ISBN (Electronic) | 9798350384956 |
| DOIs | |
| Publication status | Published - 2024 |
| Externally published | Yes |
| Event | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Hong Kong, China Duration: 20 May 2024 → 22 May 2024 |
Publication series
| Name | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Proceedings |
|---|
Conference
| Conference | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 |
|---|---|
| Country/Territory | China |
| City | Hong Kong |
| Period | 20/05/24 → 22/05/24 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- Fall detection
- Frequency modulated wave radar
- time-frequency domain analysis
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