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Updated: Jan 8, 2026

Design and Analysis for Fall Detection System Simplification
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Design and Analysis for Fall Detection System Simplification

Published on: April 6, 2020

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用单一IMU进行秋季监测:一个大规模的数据集和一个新的双分支网络

Yize Cai, Junxin Chen, Qiang He

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |December 17, 2025
    PubMed
    概括

    这项研究介绍了FallTL,一种用于落检测的新数据集,以及STA-Net,一种使用可穿戴传感器进行撞击前落检测 (PIFD) 的模型. 在老年护理中,STA-Net在主动预防摔倒方面表现强.

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