在5G网络中为节能下链NOMA系统进行动态资源配置
Osama Abuajwa1, Sufian Mitani1
1Telekom Research & Development (TM R&D), TM Innovation Centre, 63000 Cyberjaya, Malaysia.
Heliyon
|May 17, 2024
概括
模拟化 (SA) 优化了非直角多重接入 (NOMA) 系统中的资源配置,以提高能源效率. 这种方法显著优于现有技术,更快地实现接近最佳的解决方案.
科学领域:
- 无线通信网络是无线通信网络.
- 电信工程 电信工程 电信工程
- 优化算法优化算法
背景情况:
- 非直角多重接入 (NOMA) 对未来的节能网络至关重要.
- 通过电源域多重复用,NOMA可以在用户之间同时共享资源.
- 在NOMA中资源配置是一个NP难题,带来了重大的优化挑战.
研究的目的:
- 提出模拟化 (SA) 方案,以优化节能下链NOMA系统中的资源配置.
- 为解决NOMA固有的用户,通道和功率分配复杂性.
- 通过高效的独立优化方法,最大限度地提高NOMA的能源效率.
主要方法:
- 模拟化 (SA) 的应用,用于资源分配.
- 用于用户到通道分配的SA.
- 用于在NOMA用户中分配电力和确定功率比率的SA.
主要成果:
- 在能源效率方面取得了显著的改善.
- 与现有的数值方法相比,表现出22%的性能提高.
- 通过减少计算时间获得了接近最佳的解决方案.
结论:
- SA是一种有效的独立技术,用于NOMA资源配置.
- 拟议的SA计划可靠有效地提高能源效率.
- SA为复杂的NOMA优化问题提供了实用解决方案.
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