5G及以后的智能反射表面:5G及以后的智能反射表面:优化上链卫星连接,用于物联网物联网
Callistus Odinaka Obidiozor1, Adeeb Sait1, Tawfik Al-Hadhrami1
1Computer Science Department, School of Science and Technology, Nottingham Trent University, Nottingham, United Kingdom.
PeerJ. Computer science
|September 24, 2025
概括
智能反射表面 (IRS) 显著提高了物联网 (IoT) 的卫星通信. 这项技术提高了信号质量,光谱效率和数据速率,克服了传统的通信障碍.
科学领域:
- 无线通信无线通信
- 卫星技术 卫星技术 卫星技术
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 传统的卫星通信在支持密集的物联网 (IoT) 生态系统方面面临挑战.
- 智能反射表面 (IRS) 提供了一种新的方法来增强信号传播和网络性能.
研究的目的:
- 调查IRS集成对物联网上链卫星通信的影响.
- 使用IRS量化信号质量和通信效率的改进.
主要方法:
- 使用MATLAB和Simulink进行基于模拟的建模,用于上链物联网到卫星的传输.
- 对关键性能指标的分析:信号与噪声比 (SNR),光谱效率,信号强度和干扰.
- 通过强化学习算法优化IRS相位转移和光束形成.
主要成果:
- 与没有IRS的系统相比,IRS集成导致SNR增加2dB.
- 在光谱效率,数据传输速率和总体信号质量方面观察到显著的改善.
- 美国国税局有效地减轻了干扰,并扩大了卫星网络的覆盖面积.
结论:
- 美国国税局的技术大大提高了卫星支持的物联网通信,改善了关键绩效指标.
- 美国国税局为智能城市,遥感和灾难恢复等应用提供实用解决方案.
- 该研究强调了IRS在推进物联网卫星通信系统方面的战略价值.
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