LoRaWAN Performance Evaluation and Resilience under Jamming Attacks

Vaia Kalokidou, Manish Nair, M. Beach
{"title":"LoRaWAN Performance Evaluation and Resilience under Jamming Attacks","authors":"Vaia Kalokidou, Manish Nair, M. Beach","doi":"10.1109/SSPD54131.2022.9896225","DOIUrl":null,"url":null,"abstract":"There is an increasing deployment of Internet-of-Things (IoT) networks, from smart meters and smart lighting to humidity soil sensors and medical wearable devices. Long Range (LoRa) is one such over-the-air (OTA) transmission IoT standard, having a wide range of applications in smart cities, agriculture and health. It facilitates the inter-connection of services and smooth exchange of information. However, owing to its wireless interface, it is susceptible, as all wireless networks are, to OTA attacks. In this paper, we initially obtain the Bit Error Rate (BER) and Packet Error Rate (PER) of LoRa, in order to investigate the impact of continuous and reactive jamming attacks on it. We show that overall, LoRa can achieve a good performance even under a jamming attack, subject to parameters such as the transmit power, the Spreading Factor (SF) and the Coding Rate (CR). Moreover, it is proven that the impact on BER and PER is similar irrespective of whether the attack occurs with total frame synchronization or is synchronized to after the preamble transmission. Lastly, we apply a detection scheme, based on previous values of Received Signal Strength Indicator (RSSI) and PER to successfully identify malicious attacks.","PeriodicalId":439007,"journal":{"name":"2022 Sensor Signal Processing for Defence Conference (SSPD)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Sensor Signal Processing for Defence Conference (SSPD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSPD54131.2022.9896225","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

There is an increasing deployment of Internet-of-Things (IoT) networks, from smart meters and smart lighting to humidity soil sensors and medical wearable devices. Long Range (LoRa) is one such over-the-air (OTA) transmission IoT standard, having a wide range of applications in smart cities, agriculture and health. It facilitates the inter-connection of services and smooth exchange of information. However, owing to its wireless interface, it is susceptible, as all wireless networks are, to OTA attacks. In this paper, we initially obtain the Bit Error Rate (BER) and Packet Error Rate (PER) of LoRa, in order to investigate the impact of continuous and reactive jamming attacks on it. We show that overall, LoRa can achieve a good performance even under a jamming attack, subject to parameters such as the transmit power, the Spreading Factor (SF) and the Coding Rate (CR). Moreover, it is proven that the impact on BER and PER is similar irrespective of whether the attack occurs with total frame synchronization or is synchronized to after the preamble transmission. Lastly, we apply a detection scheme, based on previous values of Received Signal Strength Indicator (RSSI) and PER to successfully identify malicious attacks.
干扰攻击下LoRaWAN性能评估与恢复
物联网(IoT)网络的部署越来越多,从智能电表和智能照明到湿度土壤传感器和医疗可穿戴设备。远程(LoRa)是一种无线(OTA)传输物联网标准,在智慧城市、农业和健康领域有着广泛的应用。它促进了服务之间的相互连接和信息的顺畅交换。然而,由于其无线接口,与所有无线网络一样,它很容易受到OTA攻击。本文初步得到了LoRa的误码率(BER)和包错误率(PER),以研究连续和被动干扰攻击对LoRa的影响。结果表明,受发射功率、扩频因子(SF)和编码速率(CR)等参数的影响,LoRa即使在受到干扰的情况下也能获得良好的性能。并且证明了攻击是在全帧同步的情况下发生,还是在前导传输后发生同步,对误码率和误码率的影响是相似的。最后,我们应用了一种基于先前接收信号强度指标(RSSI)和PER值的检测方案来成功识别恶意攻击。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信