摘要
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.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Proceedings |
| 出版商 | Institute of Electrical and Electronics Engineers Inc. |
| 页 | 216-218 |
| 页数 | 3 |
| ISBN(电子版) | 9798350384956 |
| DOI | |
| 出版状态 | 已出版 - 2024 |
| 已对外发布 | 是 |
| 活动 | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Hong Kong, 中国 期限: 20 5月 2024 → 22 5月 2024 |
出版系列
| 姓名 | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 - Proceedings |
|---|
会议
| 会议 | 15th Global Symposium on Millimeter-Waves and Terahertz, GSMM 2024 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Hong Kong |
| 时期 | 20/05/24 → 22/05/24 |
联合国可持续发展目标
此成果有助于实现下列可持续发展目标:
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可持续发展目标 3 良好健康与福祉
指纹
探究 'Millimeter Wave Fall Detection System Based on Finite Human Node Scattering Model' 的科研主题。它们共同构成独一无二的指纹。引用此
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