通过整合5G物联网,雾和云计算来评估电子卫生服务性能
1New Emerging Technologies and 5G Network and Beyond Research Chair, Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, P.O. Box 51178, Riyadh 11543, Saudi Arabia.
Sensors (Basel, Switzerland)
|June 10, 2023
概括
第五代网络切片增强了远程医疗保健的物联网 (IoT). 这项研究提出了一个物联网-雾云架构,通过高效的网络切片选择来提高电子健康服务质量.
科学领域:
- 计算机科学 计算机科学
- 电信工程 电信工程 电信工程
- 医疗信息学 医疗信息学
背景情况:
- 物联网 (IoT) 的进步对于远程医疗保健服务至关重要.
- 基本功能包括可扩展性,高带宽,低延迟和低功耗.
- 第五代 (5G) 网络切片为管理这些需求提供了解决方案.
研究的目的:
- 为电子卫生服务提出一个物联网-雾-云架构.
- 通过队列网络理论来建模和分析拟的系统.
- 评估电子卫生服务质量 (QoS) 的绩效改进.
主要方法:
- 开发了一个三层架构:云无线电接入网络,雾计算和云计算.
- 使用队列网络建模了系统.
- 使用Java建模工具执行数值模拟,并获得精确的分析公式.
主要成果:
- 拟议的物联网-雾-云架构有效地管理电子健康的资源.
- 网络切片使分区能够满足特定的服务质量 (QoS) 需求.
- 该模型通过最佳的切片选择证明了电子健康服务质量的提高.
结论:
- 拟议的架构通过利用5G网络切片来显著增强电子健康服务.
- 通过逻辑网络分区实现高效的资源管理和QoS.
- 这种方法为远程医疗保健提供传统系统提供了优质的替代方案.
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