为智能计量器进行机会性资源分配,考虑固定和随机无线通道
Christian Jara1, Juan Inga2, Esteban Inga3
1Master of Electricity Program (MEL), Department of Master's Degree in Electricity, Universidad Politécnica Salesiana, Cuenca EC010102, Ecuador.
Sensors (Basel, Switzerland)
|April 26, 2025
概括
这项研究优化了用于智能电表数据传输的无线通道分配,最大限度地降低了智能电网成本. 使用新算法的动态分配提高了蜂网络的效率和可持续性.
科学领域:
- 电信工程 电信工程 电信工程
- 计算机科学 计算机科学
- 运营研究 运营研究
背景情况:
- 在蜂网络中,对高效的智能电表数据传输的需求日益增加.
- 移动虚拟网络运营商 (MVNO) 需要优化资源管理.
- 管理智能电网数据异质无线条件的挑战.
研究的目的:
- 为智能电表数据开发蜂网络中无线通道分配的优化模型.
- 通过MVNO的高效道分配,尽量降低智能电网成本.
- 为了提高智能计量系统的传输性能和可靠性.
主要方法:
- 对于道分配的马科维式方法.
- 使用匈牙利算法进行优化,以便在计数器和通道之间进行双边匹配.
- 在基于网络条件的权重传输中引入累积令牌.
主要成果:
- 模拟显示了通过虚拟网络中的动态分配来提高传输性能.
- 拟议的模型有助于蜂网络的可持续性和成本降低.
- 突出了认知型MVNO (C-MVNO) 资源管理的影响.
结论:
- 累积代币和基于Markovian的双方匹配的综合方法优化了道分配和可靠性.
- 该模型为未来的智能网络应用提供了基础.
- 虚拟网络中的动态分配是有效的智能计量数据传输的关键.
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