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LTE radio analytics made easy and accessible

机译:LTE无线电分析变得简单易用

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摘要

Despite the rapid growth of next-generation cellular networks, researchers and end-users today have limited visibility into the performance and problems of these networks. As LTE deployments move towards femto and pico cells, even operators struggle to fully understand the propagation and interference patterns affecting their service, particularly indoors. This paper introduces LTEye, the first open platform to monitor and analyze LTE radio performance at a fine temporal and spatial granularity. LTEye accesses the LTE PHY layer without requiring private user information or provider support. It provides deep insights into the PHY-layer protocols deployed in these networks. LTEye's analytics enable researchers and policy makers to uncover serious deficiencies in these networks due to inefficient spectrum utilization and inter-cell interference. In addition, LTEye extends synthetic aperture radar (SAR), widely used for radar and backscatter signals, to operate over cellular signals. This enables businesses and end-users to localize mobile users and capture the distribution of LTE performance across spatial locations in their facility. As a result, they can diagnose problems and better plan deployment of repeaters or femto cells. We implement LTEye on USRP software radios, and present empirical insights and analytics from multiple AT&T and Verizon base stations in our locality.
机译:尽管下一代蜂窝网络发展迅速,但是当今的研究人员和最终用户对这些网络的性能和问题的了解仍然有限。随着LTE部署向毫微微小区和微微小区转移,即使运营商也难以充分理解影响其服务的传播和干扰模式,尤其是在室内。本文介绍LTEye,这是第一个开放式平台,可在精细的时间和空间粒度上监视和分析LTE无线电性能。 LTEye无需专用用户信息或提供商支持即可访问LTE PHY层。它提供了对这些网络中部署的PHY层协议的深入了解。 LTEye的分析功能使研究人员和政策制定者能够发现由于频谱利用率低和小区间干扰而导致的这些网络中的严重缺陷。此外,LTEye扩展了合成孔径雷达(SAR),该雷达被广泛用于雷达和后向散射信号,以对蜂窝信号进行操作。这使企业和最终用户能够对移动用户进行本地化,并捕获LTE性能在其设施中各个空间位置的分布。结果,他们可以诊断问题并更好地规划中继器或毫微微小区的部署。我们在USRP软件无线电上实施LTEye,并从我们本地的多个AT&T和Verizon基站提供经验性见解和分析。

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