北京邮电大学学报

  • EI核心期刊

北京邮电大学学报 ›› 2025, Vol. 48 ›› Issue (2): 106-111.

• 论文 • 上一篇    下一篇

RIS辅助NOMA的矿井通信系统性能研究

李美玲, 王鑫, 王云瑞, 程志豪, 董增寿   

  1. 太原科技大学 电子信息工程学院
  • 收稿日期:2023-12-08 修回日期:2024-01-28 出版日期:2025-04-30 发布日期:2025-04-30
  • 通讯作者: 李美玲 E-mail:meiling_li@126.com
  • 基金资助:
    国家自然科学基金项目; 山西省科技创新人才团队专项计划; 山西省科技成果转化引导专项

Research on the Performance of RIS Assisted NOMA Mine Communication System

  • Received:2023-12-08 Revised:2024-01-28 Online:2025-04-30 Published:2025-04-30

摘要: 为满足未来智慧矿井对高效、低功耗、低时延和高带宽的通信要求,该研究提出将可重构智能反射面 (RIS) 辅助的非正交多址接入 (NOMA) 技术应用于矿井隧道通信中,将RIS安装于巷道转角处,利用大量低成本被动反射单元 (RUs) 实现信号的非视距可靠传输,同时基于NOMA多用户传输提升系统频谱效率和传输可靠性。该研究考虑实际场景,建立了基于无线局域网 (WiFi) 噪声干扰的RIS-NOMA矿井通信系统模型,从中断概率角度分析了系统传输可靠性,基于概率论推导了位于矿井垂直分布的不同壁内用户中断概率闭合表达式,并利用归一化衡量方式分析了系统总体传输效率。分析和仿真结果均表明:1)影响系统性能的主要因素有RIS中RU的数量、发送信噪比、目标数据速率、巷道内终端设备的位置和噪声的发射信噪比;2)与传统的NOMA系统和协作NOMA系统相比,在巷道环境内使用RIS辅助的NOMA系统可以更好地提高设备的通信性能。

关键词: 矿井通信, 可重构智能超表面, 非正交多址接入, 中断概率

Abstract: To meet the communication requirements of future intelligent mines for high efficiency, low power consumption, low latency, and high bandwidth, the study proposes to apply the reconfigurable intelligent surface (RIS) assisted non-orthogonal multiple access (NOMA) technology to mine tunnel communication. The RIS is installed at the corner of the tunnel, and a large number of low-cost passive reflection units (RUs) are used to achieve reliable non-line-of-sight transmission of signals, simultaneously improving system spectral efficiency and transmission reliability based on NOMA multi user transmission. The study considers practical scenarios and establishes a RIS-NOMA mine communication system model based on wireless fidelity (WiFi) noise interference. From the perspective of outage probability, the transmission reliability of the system is analyzed. Based on probability theory, closed form expressions for outage probability of users located in different vertical distribution walls of the mine are derived, and the overall transmission efficiency of the system is analyzed using normalized measurement. The analysis and simulation results both indicate that: 1) The main factors affecting system performance include the number of RUs in RIS, the signal-to-noise ratio sent, the target data rate, the position of terminal devices in the tunnel, and the signal-to-noise ratio transmitted by noise; 2)Compared with traditional NOMA systems and collaborative NOMA systems, using RIS assisted NOMA systems in tunnel environments can better improve the communication performance of devices.

Key words: mine communication, reconfigurable intelligent surface, non-orthogonal multiple access; outage probability

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