在分布式大规模MIMO中提高光谱效率,在多用户下链毫米波中提高光谱效率
R Rajaganapathi1, S Senthilkumar2, Eatedal Alabdulkreem3
1Department of Electronics and Communication Engineering, Anjalai Ammal Mahaligam Engineering College, Thiruvarur, 614403, Tamil Nadu, India. ganapathiphd1974@gmail.com.
Scientific reports
|January 27, 2026
概括
本研究引入了针对毫米波 (mmWave) 分布的大规模MIMO系统的混合预编码设计,以减少复杂性提高光谱效率. 拟议的方法优化了模拟和数字预编码,以改善数据传输.
科学领域:
- 无线通信是一种无线通信.
- 信号处理 信号处理
- 天线理论天线理论
背景情况:
- 在毫米波 (mmWave) 频率的分布式大规模MIMO系统使用模拟和数字预编码来实现高效的数据传输.
- 与完全数字系统相比,混合预编码提供了光谱效率,复杂性和成本之间的平衡.
研究的目的:
- 为下联mmWave分布式大规模多用户MIMO提出一个完全连接的混合预编码设计.
- 在模拟无线电频率 (RF) 预编码和电力预算限制下最大限度地提高光谱效率 (SE).
主要方法:
- 开发了一种两阶段的代算法,以找到最佳的模拟和数字光束成形矩阵.
- 该算法首先优化数字矩阵,然后使用Karush-Kuhn-Tucker (KKT) 条件优化模拟射频预编码器矩阵.
主要成果:
- 拟议的混合预编码设计与现有方法相比,显著提高了总和率.
- 系统性能接近完全数字系统的性能,同时保持更低的复杂性.
结论:
- 开发的混合预编码策略有效地最大限度地提高了毫米波分布式大规模MIMO系统的光谱效率.
- 这种方法为高性能无线通信提供了切实可行的解决方案,减少了资源开销.
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