分布式大规模MIMO的联合一致/非一致检测:在混合道国家信息下实现合作
Supuni Gunasekara1, Peter Smith2, Margreta Kuijper1
1Department of Electrical and Electronic Engineering, University of Melbourne, Parkville, VIC 3010, Australia.
Sensors (Basel, Switzerland)
|November 13, 2025
概括
新的探测器使具有变频道状态信息 (CSI) 的基站 (BS) 能够在Beyond-5G网络中进行合作. 这些新的方法提高了性能,而不需要在所有合作的BS中进行完整的CSI.
科学领域:
- 无线通信系统无线通信系统
- 信号处理 信号处理
- 信息理论是信息理论.
背景情况:
- 超越5G网络利用分布式大规模MIMO来提高性能.
- 合作的基站 (BS) 面临的挑战是由于限制而存在不同的通道状态信息 (CSI) 可用性.
研究的目的:
- 为Beyond-5G网络提出新的信号检测方法,具有异质的CSI.
- 为了使拥有不同级别CSI的BS之间进行合作.
主要方法:
- 连贯/非连贯 (CNC) 和差分CNC检测器的开发.
- 基于最大概率 (ML) 标准的表述.
- 分析表达式的导出对对块错误概率.
主要成果:
- 拟议的CNC探测器的性能优于单一BS基线探测器.
- 证明了对中高范围天线相关性的弹性.
- 在不需要在所有BS中完全CSI的情况下实现了性能改进.
结论:
- 数控探测器有效地整合了连贯和非连贯的方法,以改进信号检测.
- 拟议的框架加强了分布式大规模MIMO系统与有限的CSI的合作.
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