基于Humanitude集成装置对AD患者漫游的检测与监测

Gabriela Cervantes Alarcón, Sergio Navarro Tuch, Ariel Lopez Aguilar, Lili Marlene Camacho Bustamante, Rogelio Bustamante-Bello
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引用次数: 0

摘要

阿尔茨海默氏症是一种神经退行性痴呆,表现为认知和行为功能的进行性损伤,最常见于65岁以上,分为三个阶段。在轻度阶段(疾病的第二阶段),游荡是最令人恐惧的症状,因为它可以导致从轻微损害到死亡。探测和监测流浪是一项复杂的任务,已成为许多研究项目的重要研究方向。本文的重点是提出、开发和测试一个监测轨迹的支持系统,以识别方向变化、变化和定位。该系统被称为运动采集系统+全球定位系统(SAM + GPS)。该系统集成了加速度计、磁力计、陀螺仪和GPS模块。为了应对这一挑战,在该设备开发之后,对9名健康的年轻成人受试者进行了试点测试,并配备了SAM + GPS。每个受试者需要走2条特定的轨迹,以证明集成设备能够测量不同的方向变化,并绘制出准确的轨迹,以便将来进行漫游检测。结果表明,SAM + GPS在测量第一弹道方向变化时的可接受误差为12.29%,在测量第二弹道方向变化时的临界误差为27.44%。此外,该设备能够绘制出大多数轨迹,与GPS Neo 6m模块的预期水平精度为2.5米的理想模式高度相似。值得一提的是,该设备在室外环境中的性能优于室内环境,因此在未来的工作中,将结合室内定位系统和Humanitude方法论原理,考虑更多的人群样本测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detecting and monitoring wandering in AD patients with an integrated device based on Humanitude
Alzheimer is a neurodegenerative type of dementia, that has progressive impairment of cognitive and behavioral functions, most commonly presented above 65 years old and it is divided in three stages. Wandering is the most frightening symptom for familiars and caregivers in the mild stage (second stage of the disease) because it can cause from a minor damage to death. Detecting and monitoring wandering is a complex task and has become a strong research line for several research projects. This paper focuses in proposing, developing and testing a support system for monitoring trajectories to identify direction changes alterations and positioning. The proposed system is called Motion acquisition system + Global positioning system(SAM + GPS). The system integrates an accelerometer, magnetometer, gyroscope and a GPS module. To address this challenge, after the development of the device, a pilot test was conducted with 9 young adult healthy subjects instrumented with the SAM + GPS. Each subject needed to route 2 specific trajectories to prove that the integrated device was able to measure different direction changes and map an accurate trajectory for future wandering detection. It was found that the SAM + GPS had an acceptable error of 12.29% measuring the direction changes in the first trajectory and a 27.44% critical error in the second trajectory. In addition, the device was able to map most of the trajectories with high similarities to an ideal pattern traced with the expected horizontal accuracy of 2.5m of the GPS Neo 6m module. It is worth mentioning that the device had a better performance in outdoor environments than in indoor environments, so in future work, more tests are considered with a larger population sample with the integration of an indoor positioning system and Humanitude methodologyprinciples.
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