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Optimized LTE Data Transmission Procedures for IoT: Device Side Energy Consumption Analysis

机译:针对物联网的优化LTE数据传输程序:设备侧能量   消费分析

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摘要

The efficient deployment of Internet of Things (IoT) over cellular networks,such as Long Term Evolution (LTE) or the next generation 5G, entails severalchallenges. For massive IoT, reducing the energy consumption on the device sidebecomes essential. One of the main characteristics of massive IoT is small datatransmissions. To improve the support of them, the 3GPP has included two noveloptimizations in LTE: one of them based on the Control Plane (CP), and theother on the User Plane (UP). In this paper, we analyze the average energyconsumption per data packet using these two optimizations compared toconventional LTE Service Request procedure. We propose an analytical model tocalculate the energy consumption for each procedure based on a Markov chain. Inthe considered scenario, for large and small Inter-Arrival Times (IATs), theresults of the three procedures are similar. While for medium IATs CP reducesthe energy consumption per packet up to 87% due to its connection releaseoptimization.
机译:在蜂窝网络(如长期演进(LTE)或下一代5G)上有效部署物联网(IoT)带来了许多挑战。对于大规模物联网,减少设备侧的能耗变得至关重要。大规模物联网的主要特征之一是小数据传输。为了提高对它们的支持,3GPP在LTE中包括了两种新颖的优化方法:一种基于控制平面(CP),另一种基于用户平面(UP)。在本文中,我们将这两种优化方法与常规LTE服务请求程序相比,分析了每个数据包的平均能耗。我们提出了一个分析模型,以基于马尔可夫链计算每个过程的能耗。在考虑的情况下,对于大到小到达时间(IAT),这三个过程的结果是相似的。而对于中型IAT,CP通过优化连接释放将每个数据包的能耗降低了87%。

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