雷达
遥感
计算机科学
雷达锁定
雷达工程细节
雷达探测
连续波雷达
雷达跟踪器
雷达成像
地质学
电信
作者
Jeslet Joy,Amalda Theresa John,Angel Anna Alex,Adityakrishna S Nair,P R Sreesh,Anto Manuel
标识
DOI:10.1109/icaect60202.2024.10468881
摘要
This project focuses on the implementation of an elderly fall detection system using millimeter-wave radar technology, prioritizing privacy preservation within indoor environments. By harnessing mm-wave radar, our system offers technical advantages over camera-based solutions. Radar operates in the radio frequency spectrum, ensuring privacy, as it does not capture visual data, addressing concerns regarding surveillance and consent. Technical aspects encompass mm-wave radar sensor deployment, signal processing algorithm development for fall detection, and real-time data analysis integration. Radar mitigates issues posed by low lighting, occlusions, and line-of- sight limitations common in camera-based systems. Additionally, machine learning enhances fall detection accuracy, reducing false alarms while maintaining high sensitivity.
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