An Analysis on the Feasibility of a Low-cost Fall Detection System: Feasibility study on threshold-based fall detection system that is realized using ADXL 345 tri-axial accelerometer which is considered as a low-cost sensor

Samuel Caryabudi, Atar Fuady Babgei, A. Arifin
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Abstract

There are various fall detection algorithms that have been developed as the solution to the increase on the risk of fall on elderly. A fall detection system which is low-cost is certainly favored, but that pose another question on whether the system is accurate enough by using low-cost components. This paper will discuss the analysis on the feasibility of a threshold-based fall detection system that was realized with ADXL 345 sensor, which is considered as a low-cost accelerometer sensor. A simulated fall study and simulated Activities of Daily Living (ADL) study was conducted so that the accuracy of the realized system can be known. The result of this experimental study shows that the realized system has a satisfactory accuracy comparable to other systems which use more advanced sensor(s), but further study which involves elderly as subjects is needed to give a more accurate insight about the accuracy of the system.
低成本跌倒检测系统可行性分析:以低成本传感器ADXL 345三轴加速度计实现基于阈值的跌倒检测系统的可行性研究
为了解决老年人跌倒风险增加的问题,已经开发了各种各样的跌倒检测算法。低成本的跌倒检测系统当然是受欢迎的,但这也带来了另一个问题,即使用低成本组件的系统是否足够准确。本文将讨论用ADXL 345传感器实现基于阈值的跌倒检测系统的可行性分析,该传感器是一种低成本的加速度传感器。进行了模拟跌倒研究和模拟日常生活活动(ADL)研究,以了解所实现系统的准确性。本实验研究结果表明,所实现的系统与使用更先进传感器的其他系统相比具有令人满意的精度,但需要进一步研究以老年人为对象,以更准确地了解系统的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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