改进了距离和能源意识的链接稳定协议,用于医疗物联网的医疗物联网
Altaf Hussain1, Zengkang Gan2, Shuaiyong Li3
1School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, 400065, China.
Scientific reports
|October 20, 2025
概括
新的IDEALS协议通过优化能源消耗和链接稳定性来增强医疗物联网 (IoMT) 网络,以提供可靠的医疗服务. 它可以在动态和大规模的IoMT环境中提高网络性能.
科学领域:
- 计算机科学 计算机科学
- 生物医学工程 生物医学工程
- 网络工程 网络工程
背景情况:
- 医疗物联网 (IoMT) 通过连接的设备在医疗保健中提供了变革性的潜力.
- 由于IoMT网络的动态性和资源限制,它面临能源效率,通信可靠性和性能方面的挑战.
研究的目的:
- 为优化 IoMT 网络提出和评估改进的距离和能源意识的链路稳定性 (IDEALS) 协议.
- 为了应对能源消耗,路径损失和IoMT环境中的链路稳定性方面的挑战.
主要方法:
- 开发了IDEALS协议,包括距离感知路由,节能通信和链路稳定性预测.
- 集成随机路点移动 (RWM) 和高斯-马尔科夫移动 (GMM) 模型模拟静态和动态节点移动.
- 通过使用各种性能指标对最先进的协议进行评估的IDEALS.
主要成果:
- 在模拟中,IDEALS与现有协议相比,表现优越.
- 该协议有效地最大限度地减少路径损失和能源消耗,延长网络寿命.
- 在大型网络,高流量区域和移动节点中,IDEALS表现出强的性能.
结论:
- IDEALS协议为关键的IoMT网络挑战提供了一个可扩展和适应的解决方案.
- 它在各种 IoMT 应用场景中提高了医疗保健提供效率和可靠性.
- IDEALS是一个有前途的路由框架,用于未来的IoMT网络开发.
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