使用通信标准在智能医疗保健中部署物联网依赖系统的挑战和局限性分析 功能 特性
Shrikant Upadhyay1, Mohit Kumar2, Aditi Upadhyay3
1Department of Electronics & Communication Engineering, Cambridge Institute of Technology (CIT), Tatisilwai 835103, India.
Sensors (Basel, Switzerland)
|June 10, 2023
概括
物联网 (IoT) 增强了智能医疗保健系统. 窄带物联网 (NB-IoT) 在监测生命体征方面表现出效率,改善医疗保健提供和设备性能.
科学领域:
- 生物医学工程 生物医学工程
- 计算机科学 计算机科学
- 电信 电信服务 电信服务 电信服务
背景情况:
- 物联网 (IoT) 技术在医疗保健系统中日益集成,需要提高监测效率和精度.
- 在基于物联网的医疗体系结构中,电力消耗和数据准确性是关键问题,特别是当与云系统集成时.
研究的目的:
- 分析医疗保健中的物联网系统的开发和性能,重点关注功率吸收和精度.
- 系统地评估物联网和云功能在医疗保健中的应用,识别性能限制.
- 讨论设计高效的物联网系统,用于监控老年人和孕妇,解决资源,电力和安全限制.
主要方法:
- 对物联网数据传输的通信标准的分析,以了解功率吸收.
- 系统审查医疗保健系统中的物联网与云集成.
- 用单节点和多节点方法对窄带物联网 (NB-IoT) 进行生命体征监测 (血压,心跳) 的性能分析.
- 对消息队列遥测传输协议 (MQTTP) 与传感器数据传输的有限应用协议 (LAP) 的比较分析.
主要成果:
- 由于数据成本低,复杂性最小,NB-IoT证明适用于高强度应用,例如监控孕妇.
- 在传输传感器数据方面,MQTTP证明比LAP更有效.
- 分析强调了通信标准在管理功率吸收和改善医疗保健中的物联网设备性能方面的重要性.
结论:
- 物联网和NB-IoT为增强智能医疗保健系统提供了巨大的潜力,特别是在远程监控和数据采集方面.
- 优化通信协议和系统设计对于解决医疗保健物联网中的功耗,准确性和安全挑战至关重要.
- 对高效物联网架构的进一步研究可以改善医疗保健结果和患者监测.
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