系统审查基于物联网的用户跟踪解决方案:朝着更智能的生活方式,健康和健康管理
Reza Amini Gougeh1, Zeljko Zilic1
1Faculty of Engineering, Department of Electrical and Computer Engineering, McGill University, Montreal, QC H3A 0G4, Canada.
Sensors (Basel, Switzerland)
|September 28, 2024
概括
物联网 (IoT) 通过生物传感器增强健康监测,改善数据交换和用户参与. 挑战包括安全性,传感器实用性和连接性,但物联网提供了个性化的健康管理解决方案.
科学领域:
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
- 可穿戴技术可穿戴技术
背景情况:
- 物联网 (IoT) 在全球已经超过了200亿个操作设备.
- 物联网与生物传感器的整合显著扩大了医疗保健和生活方式管理中的应用.
- 机器对机器 (M2M) 通信框架增强了物联网在健康方面的作用.
研究的目的:
- 系统地审查和评估物联网在健康和生活方式管理中的潜力.
- 分析基于物联网的生物传感器系统对健康监测的有效性.
- 确定局限性并提供优化物联网在健康方面的建议.
主要方法:
- 对19项关于物联网在健康和生活方式管理中的相关研究进行系统审查.
- 详细分析和对所选研究的质量评估.
- 检查物联网应用程序,重点关注M2M,边缘计算和多模式监控.
主要成果:
- 物联网系统通过生物传感器有效监测健康参数,提供实时反.
- 基于物联网的系统支持个性化的健康建议.
- 确定了关键的局限性:小样本大小,安全漏洞,可穿戴传感器问题和网络依赖性.
结论:
- 物联网展示了通过先进的监控和个性化的反来改变健康和生活方式管理的巨大潜力.
- 解决安全,传感器设计和连接方面的局限性对于广泛采用至关重要.
- 未来的物联网应用应专注于智能决策和自动化健康管理系统.
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