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Exploiting the Capture Effect to Enhance RACH Performance in Cellular-Based M2M Communications

机译:利用捕获效应来增强基于蜂窝的M2M通信中的RACH性能

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摘要

Cellular-based machine-to-machine (M2M) communication is expected to facilitate services for the Internet of Things (IoT). However, because cellular networks are designed for human users, they have some limitations. Random access channel (RACH) congestion caused by massive access from M2M devices is one of the biggest factors hindering cellular-based M2M services because the RACH congestion causes random access (RA) throughput degradation and connection failures to the devices. In this paper, we show the possibility exploiting the capture effects, which have been known to have a positive impact on the wireless network system, on RA procedure for improving the RA performance of M2M devices. For this purpose, we analyze an RA procedure using a capture model. Through this analysis, we examine the effects of capture on RA performance and propose an Msg3 power-ramping (Msg3 PR) scheme to increase the capture probability (thereby increasing the RA success probability) even when severe RACH congestion problem occurs. The proposed analysis models are validated using simulations. The results show that the proposed scheme, with proper parameters, further improves the RA throughput and reduces the connection failure probability, by slightly increasing the energy consumption. Finally, we demonstrate the effects of coexistence with other RA-related schemes through simulation results.
机译:基于蜂窝的机器对机器(M2M)通信有望促进物联网(IoT)的服务。但是,因为蜂窝网络是为人类用户设计的,所以它们具有一些局限性。由于来自M2M设备的大量访问导致的随机访问信道(RACH)拥塞是阻碍基于蜂窝的M2M服务的最大因素之一,因为RACH拥塞导致随机访问(RA)吞吐量下降和与设备的连接失败。在本文中,我们展示了利用捕获效应(对无线网络系统产生积极影响)对改善M2M设备的RA性能的RA程序的可能性。为此,我们使用捕获模型分析RA程序。通过此分析,我们检查了捕获对RA性能的影响,并提出了一种Msg3功率提升(Msg3 PR)方案,以在发生严重RACH拥塞问题时增加捕获概率(从而增加RA成功概率)。所提出的分析模型已通过仿真验证。结果表明,所提出的方案具有适当的参数,通过略微增加能耗,进一步提高了RA吞吐量并降低了连接失败的可能性。最后,我们通过仿真结果证明了与其他RA相关方案共存的效果。

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