防止在医疗保健应用中使用非延迟耐受性传播技术防止过载传播
Mohd Anjum1, Sana Shahab2, Taegkeun Whangbo3
1Department of Computer Engineering, Aligarh Muslim University, Aligarh, 202002, India.
Heliyon
|August 14, 2023
概括
本研究介绍了医疗保健中可穿戴传感器 (WS) 的非延迟耐受性传播技术 (NDTDT). 通过减少延迟和提高成功消息传递率,NDTDT增强了数据传输.
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
- 数据通信数据通信
背景情况:
- 可穿戴传感器 (WSs) 对于医疗保健中的远程患者监控至关重要.
- 现有的WS数据传输方法经常受到高开销和延迟的影响.
- 不一致的传感间隔可能导致医疗数据传输中的错误.
研究的目的:
- 为高效的WS数据传输引入一个无延迟宽容的传播技术 (NDTDT).
- 通过防止超载传播和确保快速传递信息来克服现有技术的局限性.
- 为了减轻因传感间隔不一致而导致的错误,并减少传输损失.
主要方法:
- 拟议的NDTDT使用智能决策流程进行数据传播.
- 它通过选择适合的WS信息时间段来优化数据处理.
- 该技术采用非服从性或底层传播来最大限度地提供数据.
主要成果:
- 在NDTDT系统中,分别增加了0.91%和0.932%的交付率.
- 传播概率有所改善,达到0.964%和0.98%.
- 平均延迟时间显著减少至12.78 ms和11.67 ms.
结论:
- NDTDT是一种可靠的方法来减轻错误和减少WS数据传输的延迟.
- 它有效地最大化了累积的可穿戴传感器信息的成功传递.
- 该技术为实时医疗监控应用提供了一个有前途的解决方案.
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