Moment analysis on channel eigenvalue for DAS-to-DAS system

IF 1.3 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Donghyuk Gwak, Youngil Jeon, Jemin Lee, Jee-Hyeon Na
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引用次数: 0

Abstract

In this paper, we study on channel eigenvalue distribution of MIMO system, namely, DAS-to-DAS system, of which transmit and receive nodes are geometrically distributed in unplanned manner. It offers key to performance upper bound analysis of collaborative transmission in unplanned network and multi-user transmission of distributed antenna system. Previous studies on stochastic geometry have analyzed performance of single typical receiver, while transmitters are geometrically distributed. And random matrix theory has unveiled probabilistic behavior of MIMO channel eigenvalues, while transmit and receive antennas are collocated. Our study integrates knowledge from the two different research fields to extend the applicability to analysis on channel eigenvalue distribution of DAS-to-DAS system. As a preliminary research on such channel eigenvalue distribution, its first few moments are derived in analytic form. And its coherency of the analysis results with Monte-Carlo simulation results has examined.

Abstract Image

das - das系统信道特征值的矩分析
本文研究了MIMO系统的信道特征值分布,即DAS-to-DAS系统,其发射和接收节点呈无计划几何分布。它为非计划网络协同传输和分布式天线系统多用户传输的性能上限分析提供了关键。以往的随机几何研究分析的是单个典型接收机的性能,而发射机是几何分布的。随机矩阵理论揭示了MIMO信道特征值在收发天线并置情况下的概率行为。我们的研究整合了两个不同研究领域的知识,扩展了对DAS-to-DAS系统信道特征值分布分析的适用性。作为对这种信道特征值分布的初步研究,本文以解析形式导出了信道特征值分布的前几个矩。并对其分析结果与蒙特卡罗仿真结果的一致性进行了检验。
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来源期刊
ETRI Journal
ETRI Journal 工程技术-电信学
CiteScore
4.00
自引率
7.10%
发文量
98
审稿时长
6.9 months
期刊介绍: ETRI Journal is an international, peer-reviewed multidisciplinary journal published bimonthly in English. The main focus of the journal is to provide an open forum to exchange innovative ideas and technology in the fields of information, telecommunications, and electronics. Key topics of interest include high-performance computing, big data analytics, cloud computing, multimedia technology, communication networks and services, wireless communications and mobile computing, material and component technology, as well as security. With an international editorial committee and experts from around the world as reviewers, ETRI Journal publishes high-quality research papers on the latest and best developments from the global community.
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