用户协会和资源分配算法用于无人机辅助智能电网
Jianwei Wei1, Yuzhu Lei2, Zhiyi Wen1
1Xuejiawan Power Supply Company, Ordos 010300, China.
Sensors (Basel, Switzerland)
|January 8, 2025
概括
本研究介绍了用于智能电网的无人机辅助网络,以增强偏远地区的无线通信. 开发的算法优化了资源分配,大大提高了系统吞吐量和用户数据速率.
科学领域:
- 电气工程 电气工程
- 计算机科学 计算机科学
- 电信 电信服务 电信服务 电信服务
背景情况:
- 智能电网 (SG) 需要强大的无线通信,用于新兴的智能应用,如检查和传感,特别是在偏远地区.
- 现有的无线网络在满足SG应用的高需求方面面临挑战,导致性能限制.
研究的目的:
- 为智能电网提出无人机辅助的异质无线网络,以改善通信服务.
- 开发一个联合的用户协会和资源分配算法,以最大限度地提高系统总吞吐量.
主要方法:
- 用于用户关联和子道分配优化,使用了匹配算法.
- 拉格朗的双重方法被用来解决电力分配问题.
- 为了验证拟议的方法,进行了广泛的模拟.
主要成果:
- 拟议的算法有效地提高了用户通信率.
- 智能电网异质网络的容量得到了显著提高.
- 该系统在支持SG智能应用程序方面表现出更好的性能.
结论:
- 无人机辅助的异质无线网络为增强SG通信提供了可行的解决方案.
- 联合优化算法成功地最大化了系统吞吐量和用户数据速率.
- 这种方法为未来的智能电网提供了可扩展和高效的通信基础设施.
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