概括
这项研究通过在信号依赖噪声 (SDN) 自由空间光学 (FSO) 通道中共同优化预编码和功率分配来提高可见光通信 (VLC) 吞吐量. 提出的方法可以实现显著的吞吐量增长,即使有通道噪声干扰.
科学领域:
- 光学通信是指光学通信.
- 无线通信系统无线通信系统
- 信号处理 信号处理
背景情况:
- 可见光通信 (VLC) 系统面临着吞吐量限制.
- 自由空间光学 (FSO) 通道中的信号依赖噪声 (SDN) 复杂化了系统设计.
- 需要现实的多用户多输入单输出 (MU-MISO) VLC频道模型.
研究的目的:
- 通过共同优化预编码和功率分配来提高VLC吞吐量.
- 用SDN-FSO开发一个现实的MU-MISO VLC通道模型.
- 解决多用户干扰和功率限制的问题.
主要方法:
- 通过使用功率不等式,推导出 SDN-FSO 通道的容量限制.
- 引入了零强制约束,以减轻多用户干扰.
- 制定了一个联合优化问题,使用形和形编程和连续的形近似来代地解决.
主要成果:
- 拟议的联合优化方法在大约两次代中收.
- 在各种间隔场景中,与基准相比,实现了1-3纳特/秒/赫兹的吞吐量改进.
- 即使在频道状态信息受到噪声影响时,也表现出强大的性能.
结论:
- 联合预编码和功率分配有效地提高了SDN-FSO通道中的VLC吞吐量.
- 开发的代算法为资源分配提供了最佳的解决方案.
- 提出的方法比现有基准提供了显著的性能改善,即使在噪音条件下.
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