北京邮电大学学报

  • EI核心期刊

北京邮电大学学报

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IRS辅助WPCN的最小速率最大化优化算法

雷维嘉1,张童1,雷宏江1,2,唐宏1   

  1. 1. 重庆邮电大学
    2.
  • 收稿日期:2023-10-26 修回日期:2023-11-26 发布日期:2024-06-25
  • 通讯作者: 张童
  • 基金资助:
    国家自然科学基金

Minimum Rate Maximization Optimization Algorithm For IRS-assisted Wireless Powered Communication Networks

  • Received:2023-10-26 Revised:2023-11-26 Published:2024-06-25

摘要: 该文研究智能反射表面(Intelligent Reflecting Surface, IRS)辅助的无线供电通信网络的优化问题。为了在提高系统整体传输速率的同时兼顾用户服务的公平性,以最大化最小用户传输速率为目标对基站波束赋形、上下行时间分配、用户发送功率以及IRS相移矩阵进行联合优化。原始优化问题为多变量耦合的非凸问题,利用引入松弛变量、半定松弛等方法对原问题进行转化,再利用黄金分割搜索、逐次凸逼近、交替迭代优化等方法进行求解。仿真结果显示,相较于以和速率最大化为目标的优化方案,所提出的优化方案的最小用户速率明显更高,用户间服务公平性显著改善;而与没有使用IRS的方案相比,提出方案的最小用户速率和系统和速率都更高,且随IRS单元数增加性能优势增大,表明IRS能有效提升能量和信息的传输效率。

关键词: 智能反射表面, 无线供电通信网络, 最小速率最大化, 波束赋形

Abstract: This paper studies the optimization of wireless powered communication network assisted by intelligent reflecting surface (IRS). In order to improve the overall transmission rate of the system while guaranteeing the fairness of user service, beamforming, time allocation, user transmission power and IRS phase shift are jointly optimized to maximize the minimum user transmission rate. The original optimization problem is a multi-variable non-convex problem, which is transformed by introducing slack variables and using semi-definite relaxation. Then, the transformed problem is solved by using the method including golden section search, successive convex approximation and alternate iterative optimization. The simulation results show that compared with the optimization scheme aiming at the maximum sum rate, the proposed optimization algorithm can obtain a significantly higher minimum user rate, and the service fairness among users is significantly improved. Compared with the scheme without IRS, which maximize the minimum user rate, both the minimum user rate and the sum rate are higher, and the performance advantage increases with the increase of the number of IRS units in our proposed scheme, which shows that IRS can effectively improve the energy and information transmission efficiency.

Key words: intelligent reflecting surface (IRS), wireless powered communication network (WPCN), minimum rate maximization, beam forming

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