具有智能元表面的波束成形:工作原理和可能实现

K. Kaboutari, A. Abraray, S. Maslovski
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引用次数: 1

摘要

本文讨论了一种基于可编程元表面(PMS)的波束形成体系结构,用于未来的电信。反射波束形成PMS通过控制局部反射相位而忽略幅度信息来工作。通过使用不同的算法优化反射相位分布,使旁瓣电平最小化。通过优化仿真得到的相位分布可用于训练神经网络实现动态自适应波束形成,以跟踪和控制具有预定义特征的通信波束。在这里,我们讨论了朝着这一目标正在进行的工作,并提出了相关的数学模型和一些模拟结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Beamforming with Intelligent Metasurfaces: Operating Principles and Possible Implementations
This article discusses a beamforming architecture based on the Programmable Metasurfaces (PMS) for use in future telecommunications. Reflecting beamforming PMS operate by controlling the local reflection phase while omitting the amplitude information. By optimizing the reflection phase distribution using different algorithms, the sidelobe levels are minimized. The acquired phase distributions obtained from the optimization simulations can be used to train a neural network to realize dynamic adaptive beamforming in order to track and control communication beams with predefined characteristics. Here, we discuss the ongoing work towards this goal and present related mathematical models and some simulations results.
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