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基于NOMA系统的联合波束成形的中继选择策略

Relay selection strategy for joint beamforming based on NOMA system

中文摘要英文摘要

非正交多址接入(Non-orthogonal multiple access, NOMA) 技术切实解决了5G通信系统频谱资源短缺的现实问题。本文构建了一个基于NOMA的多天线通信系统,在系统中引入了多个多天线中继,提出了一个联合波束成形的中继选择策略,以最大化用户的安全速率。该策略以最大化安全速率为目标,设计了一个联合波束成形的中继选择策略,并构建中继选择和波束成形的联合优化算法。考虑到优化参数的耦合和非凸表达式导致最优解不易得的问题,文中通过交替优化的思想对算法进行交替迭代,并采用逐次凸逼近的数学思想将非凸表达式凸化。仿真工作中,引入了部分中继选择(Patial Relay Selection, PRS) -最大比传输(Maximize Ratio Transmission, MRT)算法进行对比,发现所提算法有着更好的安全性能。

Non-orthogonal multiple access (NOMA) technology effectively solves the practical problem of spectrum resource shortage in 5G communication systems. This article constructs a multi-antenna communication system based on NOMA, introduces multiple multi-antenna relays in the system, and proposes a joint beamforming relay selection strategy to maximize user secrecy rate. This strategy aims to maximize the secrecy rate, designs a joint beamforming relay selection strategy, and constructs a joint optimization algorithm for relay selection and beamforming. Considering the coupling of optimization parameters and the difficulty in obtaining the optimal solution due to non-convex expressions, this paper uses the idea of alternating optimization to iterate the algorithm and uses the mathematical idea of successive convex approximation to convex the non-convex expression. In the simulation work, the Partial Relay Selection (PRS) - Maximum Ratio Transmission (MRT) algorithm is introduced for comparison, and it is found that the proposed algorithm has better security performance.

蒋明鑫、刘芳

通信无线通信

非正交多址接入中继选择波束成形交替优化

non-orthogonal multiple accessrelay selectionbeamformingalternating optimization

蒋明鑫,刘芳.基于NOMA系统的联合波束成形的中继选择策略[EB/OL].(2024-03-29)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/202403-458.点此复制

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