LoRaWAN网络中Aloha和CSMA的性能评估

Mounika Baddula, B. Ray, Morshed U. Chowdhury
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引用次数: 7

摘要

由于低功耗、长距离和低成本等特点,远程广域网(LoRaWAN)是许多物联网(IoT)应用的最佳选择。远程广域网(LoRaWAN)采用简单的MAC层协议Aloha,这有助于减少电池寿命,但网络中的所有传输将同时发生,这增加了数据包之间的冲突,严重降低了网络性能。因此,我们评估了带有载波感知多址(CSMA)的LoRaWAN在联盟规避方面的性能。通过改变网络负载、扩频因子、网关和传感器之间的距离,模拟了LoRaWAN-Aloha和LoRaWAN-CSMA/CA在多种组网条件下的网络性能和能耗。仿真结果对CSMA和Aloha算法在碰撞率、网络成功概率和节点能耗等方面进行了评价和比较。性能评估表明,对于可扩展性要求较强的大型物联网网络,与LoRaWAN-Aloha相比,LoRaWAN-CSMA/CA是更好的选择。而LoRaWANAloha对于小规模和静态物联网网络来说是更好的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Evaluation of Aloha and CSMA for LoRaWAN Network
Due to characteristics, like low power usages, long range and low cost, Long Range Wide Area Network (LoRaWAN) is the finest choice for many Internet of Things (IoT) applications. The Long Range Wide Area Network (LoRaWAN) reconcile with simple MAC layer protocol called Aloha which helps to reduces the battery lifetime but all the transmissions in the network will occur at same time which increases collisions between the packets and decreases network performance heavily. Because of this we evaluated the performance of LoRaWAN with Carrier Sense Multiple Access (CSMA) for coalition avoidance. We have simulated LoRaWAN-Aloha and LoRaWAN-CSMA/CA in multiple networking conditions by changing network load, spreading factors, distance between gateway and sensors to investigate the network performance and energy consumption. The simulation result let us evaluate and compare between CSMA and Aloha on collision ratio, network success probability and energy consumption per node. The performance evaluation shows, the LoRaWAN-CSMA/CA could be better choice, compare to LoRaWAN-Aloha, for large IoT network with strong scalability requirement. Whereas LoRaWANAloha would be a better choice for a small scale and static IoT network.
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