预编码器设计用于网络大规模MIMO光学无线通信
Zakir Ali1,2, Chen Sun1,3, Qasim Jan4
1National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China.
Sensors (Basel, Switzerland)
|August 29, 2024
概括
本研究介绍了用于网络大规模MIMO OWC系统的新型前编码设计,以提高传输速率. 拟议的方法有效地最大化了总比率,提高了光学无线通信的整体系统性能.
科学领域:
- 电气工程 电气工程
- 光学无线通信的无线通信
- 无线通信系统无线通信系统
背景情况:
- 预编码可以提高大规模MIMO和OWC系统的传输速率.
- 网络大规模的MIMO OWC (NM-MIMO-OWC) 系统需要优化前编码器设计以提高性能.
- 目前的系统面临着在功率限制下最大限度地提高总比率的挑战.
研究的目的:
- 为NM-MIMO-OWC系统设计一个前编码器,以提高总和速率和系统性能.
- 开发一个框架来计算NM-MIMO-OWC系统中可实现的总和率.
- 为了解决在总功率约束下最大化总量速率的优化问题.
主要方法:
- 网络的大规模MIMO OWC框架的开发.
- 使用框架计算可实现的总额利率.
- 应用Karush-Kuhn-Tucker (KKT) 条件来获得最佳的溶液特性.
- 针对高效预编码的低复杂度算法的建议.
主要成果:
- 使用KKT条件,获得了最佳前编码器解决方案的必要条件.
- 提出了一个低复杂度的算法来提高预编码效率.
- 数字结果证实了传输率的显著改善.
- 拟议的前编码器设计有效地最大化了总率.
结论:
- 拟议的前编码器设计显著提高了NM-MIMO-OWC系统的传输速率.
- 该方法有效地最大化了总比率,同时遵守功率限制.
- 开发的框架和算法为NM-MIMO-OWC预编码提供了一个有效的方法.
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