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Analytical Model in Discrete Time for Cross-Layer Video Communication over LTE

机译:LTE上跨层视频通信的离散时间分析模型

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摘要

Since video traffic is resource intensive, it is a challenging issue to stream video over low bandwidth networks, whereas video communication over LTE becomes an open research topic nowa-days due to LTE's high throughput capabilities. Indeed, video transmission requires low delay, and wireless channel is time-varying, which result in a scenario when a layer-separated design is replaced by a Cross-Layer Adaptation (CLA) principle. In this paper an efficient analytical model that evaluates the behavior of the downlink LTE channel with CLA is presented. To the best of our knowledge, this is the first time an analytical model using CLA principle has been devised that covers both the trans-mission process from the eNB to the User Equipment (UE) at the first phase and video decoding process at the UE at the second phase. In order to ensure the cross-layer adaptation in the model, the arrival rate varies based on the received video request, whereas the service probability changes according to the channel quality indicator sent from the UE. In the experimental part the analysis of the main performance measures found from the stationary distribution is conducted.
机译:由于视频流量占用大量资源,因此在低带宽网络上流传输视频是一个具有挑战性的问题,而由于LTE的高吞吐能力,如今通过LTE进行视频通信已成为一个开放的研究主题。确实,视频传输需要低延迟,并且无线通道会随时间变化,这会导致采用跨层自适应(CLA)原理代替分层设计的情况。本文提出了一种有效的分析模型,该模型可以评估具有CLA的下行LTE信道的行为。据我们所知,这是首次设计出使用CLA原理的分析模型,该模型涵盖第一阶段从eNB到用户设备(UE)的传输过程以及UE的视频解码过程在第二阶段。为了确保模型中的跨层适应性,到达速率基于接收到的视频请求而变化,而服务概率根据从UE发送的信道质量指示符而变化。在实验部分,对从稳态分布中发现的主要性能指标进行了分析。

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