用外部信息传递(EXIT)图分析物联网(IoT)网络

Fransisca Margaret Pasalbessy, K. Anwar
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引用次数: 4

摘要

物联网(IoT)预计将为数十亿设备提供服务,构建超密集网络,其性能取决于多用户检测(MUD)能力,以支持更多设备。本文利用外部信息传输(EXIT)图分析了窄带物联网(NB-IoT)和单载波物联网(SC-IoT)网络的解码行为,观察了它们在低流量和高流量下的吞吐量性能。NB-IoT采用开缝ALOHA作为多址技术,丢弃碰撞报文;SC-IoT采用编码随机接入(CRA)方案,通过连续干扰消除技术解决碰撞报文,相当于在包级剥离解码。我们还使用一系列计算机模拟分析了网络在丢包率(PLR)和吞吐量方面的性能。我们的研究结果证实,使用CRA方案的SC-IoT在PLR、吞吐量和EXIT图的差距方面都优于NB-IoT,这表明基于CRA方案的SC-IoT是未来物联网服务于大量用户或设备的有前途的方案。
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Analysis of Internet of Things (IoT) Networks Using Extrinsic Information Transfer (EXIT) Chart
The Internet-of-Things (IoT) is estimated to be deployed to serve billions of devices constructing super-dense networks, of which the performances are depending on the multiuser detection (MUD) capabilities to support more devices. This paper analyzes the decoding behaviour of Narrowband IoT (NB-IoT) and Single Carrier IoT (SC-IoT) networks using extrinsic information transfer (EXIT) chart to observe their throughput performances in low and high volume traffics. NB-IoT uses slotted ALOHA as its multiple access technique that discards collided packets, while SC-IoT uses coded random access (CRA) scheme, where the collided packets are to be resolved using successive interference cancellation technique, which is equivalent to peeling decoding at packet level. We also analyze network performances in terms of packet-loss-rate (PLR) and throughput using a series of computer simulations. Our results confirmed that SC-IoT using CRA has better performance than NB-IoT in terms of PLR, throughput, and gap of EXIT chart indicating that SC-IoT based on CRA scheme is a promising scheme for future IoT to serve massive number of users or devices.
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