Methods to minimize false detection in accidental fall warning systems

Methods to minimize false detection in accidental fall warning systems
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最大限度减少意外跌倒预警系统误检的方法

DOI:
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发表时间:
2019
期刊:
International Conference on System Theory, Control and Computing
影响因子:
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通讯作者:
H. Valean
H. Valean
中科院分区:
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文献类型:
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作者:
Alexandra Fanca;A. Puscasiu;D. Goța;H. Valean

文献摘要

被引文献

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跌倒是老年人死亡的主要原因之一。快速检测跌倒是缓解主要负面健康后果的关键因素。科学界和商业界目前面临的一个挑战是选择适当的方法来减少跌倒检测系统(FDS)中的假阳性。按优先顺序分析和应用所选方法也是非常重要的。已经发现,有不同的方法来防止对跌倒的错误检测。如果这些方法选择得当,可以大大降低假阳性率。本文提出了一些可以用来降低跌倒检测系统误检率的方法。
Falls are one of the leading causes of mortality among the elderly. Fast detection of a fall is a key factor in alleviating the main negative health consequences. A current challenge for the scientific and commercial community is to choose the appropriate methods for reducing the false positives in fall detection systems (FDS). It is also very important that the chosen methods be analyzed and applied in order of priority. It has been found that there are different methods of combating erroneous detection of a fall. If these methods are chosen properly, the false positive rate can be greatly diminished. This paper presents some methods that can be used to reduce the false positive rate from falls detection systems.