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Low Power Wide Area Network Analysis: Can LoRa Scale?

机译:低功耗广域网分析:LoRa可以扩展吗?

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摘要

Low Power Wide Area (LPWA) networks are making spectacular progress fromdesign, standardisation, to commercialisation. At this time of fast-pacedadoption, it is of utmost importance to analyse how well these technologieswill scale as the number of devices connected to the Internet of Things (IoT)inevitably grows. In this letter, we provide a stochastic geometry frameworkfor modelling the performance of a single gateway LoRa network, a leading LPWAtechnology. Our analysis formulates unique peculiarities of LoRa, including itschirp spread-spectrum modulation technique, regulatory limitations on radioduty cycle, and use of ALOHA protocol on top, all of which are not as common intoday's commercial cellular networks. We show that the coverage probabilitydrops exponentially as the number of end-devices grows due to interferingsignals using the same spreading sequence. We conclude that this fundamentallimiting factor is perhaps more significant towards LoRa scalability than forinstance spectrum restrictions. Our derivations for co-spreading factorinterference found in LoRa networks enables rigorous scalability analysis ofsuch networks.
机译:从设计,标准化到商业化,低功耗广域网(LPWA)网络正在取得惊人的进步。在这个快速采用的时代,至关重要的是分析随着连接到物联网(IoT)的设备数量不可避免地增长,这些技术的扩展程度。在这封信中,我们提供了一种随机的几何框架,用于对领先的LPWA技术的单个网关LoRa网络的性能进行建模。我们的分析提出了LoRa的独特特性,包括其chirp扩频调制技术,无线电占空比的监管限制以及最上面使用ALOHA协议,所有这些在当今的商业蜂窝网络中并不常见。我们显示,由于使用相同扩展序列的干扰信号,覆盖率随着终端设备数量的增长呈指数下降。我们得出的结论是,对于LoRa可扩展性,此基本限制因素可能比实例频谱限制更为重要。我们在LoRa网络中发现的共扩展因子干扰的派生工具可以对此类网络进行严格的可伸缩性分析。

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