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智能反射面辅助的无线网络加权和速率优化设计
引用本文:牛和昊,林志,王勇,王磊,赵青松. 智能反射面辅助的无线网络加权和速率优化设计[J]. 国防科技大学学报, 2023, 45(6): 56-63
作者姓名:牛和昊  林志  王勇  王磊  赵青松
作者单位:国防科技大学 电子对抗学院, 安徽 合肥 230037
基金项目:国家自然科学基金资助项目(51907198)
摘    要:针对智能反射面(intelligent reflecting surface, IRS)辅助的无线网络传输设计的目标是通过联合设计基站处的发送波束形成向量和IRS的反射系数,在满足基站发射功率和IRS单位模约束的条件下,使多个地面用户的加权和速率最大化。为了求解非凸的目标函数,提出一种交替优化方法,其中采用黎曼流形梯度(Riemannian manifold gradient, RMG)方法来优化反射系数,使用二分搜索法优化发送波束形成向量。此外,为了降低RMG方法的复杂度,设计了一种智能元素块坐标下降方法。仿真结果验证了所提算法的有效性,并且表明通过优化设计反射系数,IRS可显著提高无线网络的频谱效率。

关 键 词:智能反射面  加权和速率优化  黎曼流形梯度算法  智能元素块坐标下降方法
收稿时间:2021-09-23

Weighted sum rate optimization for intelligent reflecting surface-aided wireless network
NIU Hehao,LIN Zhi,WANG Yong,WANG Lei,ZHAO Qingsong. Weighted sum rate optimization for intelligent reflecting surface-aided wireless network[J]. Journal of National University of Defense Technology, 2023, 45(6): 56-63
Authors:NIU Hehao  LIN Zhi  WANG Yong  WANG Lei  ZHAO Qingsong
Affiliation:College of Electronic Engineering, National University of Defense Technology, Hefei 230037, China
Abstract:Considering the deficiency of analytic hierarchy process in evaluation of electro-optical protection combat effectiveness, analytic network process was proposed to evaluate, toke analyze of the independence, correlation and feedback of the interior of the element hierarchy as entry point, putted forward the main index dictionary of electro-optical protection combat effectiveness, setted up the evaluation model, according to setting up the matrix, calculating, obtaining the weights, complete the evaluation. Validate the model by an example obtains evaluation results with high reliability, which provide theory-reference for evaluation of electro-optical protection combat effectiveness.
Keywords:analytic network process   electro-optical protection combat   evaluation of effectiveness
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