4G/LTE信道质量参考信号跟踪数据集

Britta Meixner, Jan Willem Kleinrouweler, Pablo César
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引用次数: 20

摘要

移动网络,尤其是LTE网络,越来越多地用于高带宽服务,如多媒体或视频流。数据连接的质量在服务的感知质量中起着重要作用。当连接太慢而无法缓冲下一帧播放时,视频可能会以低质量呈现或经历许多延迟事件。到目前为止,还没有任何公开可用的数据集具有更多的LTE网络轨迹,可以用于更深入的分析。在这个数据集中,我们提供了546个5分钟的跟踪,每个跟踪的采样率为100毫秒。其中377道是纯LTE数据。我们还提供了一个Android应用程序来收集进一步的跟踪,以及R脚本来清理、排序和分析数据。
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4G/LTE channel quality reference signal trace data set
Mobile networks, especially LTE networks, are used more and more for high-bandwidth services like multimedia or video streams. The quality of the data connection plays a major role in the perceived quality of a service. Videos may be presented in a low quality or experience a lot of stalling events, when the connection is too slow to buffer the next frames for playback. So far, no publicly available data set exists that has a larger number of LTE network traces and can be used for deeper analysis. In this data set, we provide 546 traces of 5 minutes each with a sample rate of 100 ms. Thereof 377 traces are pure LTE data. We furthermore provide an Android app to gather further traces as well as R scripts to clean, sort, and analyze the data.
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