为节能6G-IoT生态系统提供动态资源优化
James Adu Ansere1, Mohsin Kamal2, Izaz Ahmad Khan3
1Department of Electrical and Electronics Engineering, Sunyani Technical University, Sunyani P.O. Box 206, Ghana.
Sensors (Basel, Switzerland)
|July 11, 2023
概括
这项研究通过管理无线电子系统的功率和资源分配来优化物联网 (IoT) 设备的能源效率. 拟议的方法显著提高了6G物联网网络的能源效率.
科学领域:
- 无线通信无线通信
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
- 能源效率 能源效率 能源效率
背景情况:
- 物联网设备,特别是那些由可再生能源供电的设备,面临能源限制.
- 无线电子系统是物联网设备的主要能源消费者.
- 能源效率对于6G物联网网络性能至关重要.
研究的目的:
- 为了最大限度地提高物联网网络中无线电子系统的能源效率.
- 为了解决物联网设备显著的能源消耗问题.
主要方法:
- 制定了一个混合整数非线性编程问题,用于联合优化.
- 优化了功率分配,子频道分配,用户选择,并激活了远程无线电单元 (RRU).
- 使用分数编程属性和拉格朗的分解法以及改进的Kuhn-Munkres算法解决了NP-hard问题.
主要成果:
- 拟议的优化技术显著提高物联网系统的能源效率.
- 与现有的最先进的方法相比,实现了更好的能源效率.
结论:
- 无线电子系统参数的联合优化对于提高物联网能源效率是有效的.
- 开发的方法为6G网络中的能源受限制的物联网系统提供了可行的解决方案.
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