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Cross-layer approach enabling communication of high number of devices in 5G mobile networks

机译:跨层方法可以在5G移动网络中实现高量设备的通信

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Introduction of Internet of Things and Machine Type Communication to future mobile networks will cause significant increase in the number of connected devices. At the same time, the connected devices can change traffic patterns as frequent transmission of small volumes of data is expected from sensors and machines. Transmission of such data is very inefficient due to redundancy of signaling information. In this paper, we analyze limits for the number of devices and machines communicating in current 4G mobile network. Then, we propose a novel solution, which shifts the current limits of the number of communicating devices towards requirements on 5G mobile networks. The proposed solution exploits cross-layer approach considering buffering of data and clustering of nearby users in order to minimize overhead and improve transmission efficiency. This way, we can increase the number of devices served by a single cell up to 24 times comparing to the state of the art solution.
机译:事物互联网和计算机类型通信引入未来的移动网络将导致连接设备数量显着增加。同时,连接的设备可以从传感器和机器预期频繁地传输小卷数据来改变流量模式。由于信令信息的冗余,这种数据的传输是非常效率的。在本文中,我们分析了在当前4G移动网络中通信的设备和机器数量的限制。然后,我们提出了一种新颖的解决方案,它将通信设备数量的电流限制转换为5G移动网络的要求。所提出的解决方案利用跨层方法考虑缓冲附近用户的数据和聚类,以最小化开销并提高传输效率。这样,我们可以增加单个电池服务的设备数量,最多可达24次与最先进的解决方案相比。

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