一种用于通信与传感的宽带分布式海量MIMO信道测深器

IF 5.8 1区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Michiel Sandra;Christian Nelson;Xuhong Li;Xuesong Cai;Fredrik Tufvesson;Anders J. Johansson
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引用次数: 0

摘要

信道测深是无线通信系统设计和部署的重要环节。在本文中,我们提出了一个基于NI USRP X410的相干分布式大规模多输入多输出(MIMO)通道测深仪的设计和实现,工作频率为5和6GHz,带宽为400MHz。通过集成多个收发器链和射频(RF)开关,该设计便于使用更多数量的天线,而不会显著降低动态能力。我们目前的实现能够在几十毫秒内测量数千个天线组合。每个射频开关与16元天线阵列无缝集成,允许相参多节点双极化双向动态信道测量多静态集成传感和通信(ISAC)应用。此外,该信道测深仪具有实时处理的特点,减少了传输到上位机的数据流,提高了信噪比。通过室内实验室环境中的两次测量,演示了测深仪的正确操作。第一次测量需要一个单天线机器人作为发射器和128个分布式接收天线。第二个测量演示了一个被动感知场景,有一个行走的人。我们使用超分辨率算法空间交替广义期望最大化(SAGE)来评估这两个测量的结果。结果表明,该探测系统具有提供高质量无线电信道测量的巨大潜力,有助于在现实和动态场景中进行高分辨率信道估计、表征以及主动和被动传感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Wideband Distributed Massive MIMO Channel Sounder for Communication and Sensing
Channel sounding is a vital step in the design and deployment of wireless communication systems. In this article, we present the design and implementation of a coherent distributed massive multiple-input-multiple-output (MIMO) channel sounder operating at 5 and 6GHz with a bandwidth of 400MHz based on the NI USRP X410. Through the integration of multiple transceiver chains and radio frequency (RF) switches, the design facilitates the use of a larger number of antennas without significant compromise in dynamic capability. Our current implementation is capable of measuring thousands of antenna combinations in tens of milliseconds. Every radio frequency switch is seamlessly integrated with a 16-element antenna array, allowing phase-coherent multinode dual-polarized double-directional dynamic channel measurements for multistatic integrated sensing and communication (ISAC) applications. In addition, the channel sounder features real-time processing to reduce the data stream to the host computer and increase the signal-to-noise ratio. The correct operation of the sounder is demonstrated through two measurements in an indoor laboratory environment. The first measurement entails a single-antenna robot as a transmitter and 128 distributed receiving antennas. The second measurement demonstrates a passive sensing scenario with a walking person. We evaluate the results of both measurements using the super-resolution algorithm space-alternating generalized expectation maximization (SAGE). The results demonstrate the great potential of the presented sounding system for providing high-quality radio channel measurements, contributing to high-resolution channel estimation, characterization, and active and passive sensing in realistic and dynamic scenarios.
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来源期刊
CiteScore
10.40
自引率
28.10%
发文量
968
审稿时长
4.7 months
期刊介绍: IEEE Transactions on Antennas and Propagation includes theoretical and experimental advances in antennas, including design and development, and in the propagation of electromagnetic waves, including scattering, diffraction, and interaction with continuous media; and applications pertaining to antennas and propagation, such as remote sensing, applied optics, and millimeter and submillimeter wave techniques
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