FLoRa+: Energy-Efficient, Reliable, Beamforming-Assisted, and Secure Over-The-Air Firmware Update in LoRa Networks

IF 3.9 4区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS ACM Transactions on Sensor Networks Pub Date : 2024-01-22 DOI:10.1145/3641548
Zehua Sun, Tao Ni, Huanqi Yang, Kai Liu, Yu Zhang, Tao Gu, Weitao Xu
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Abstract

The widespread deployment of unattended LoRa networks poses a growing need to perform Firmware Updates Over-The-Air (FUOTA). However, the FUOTA specifications dedicated by LoRa Alliance fall short of several deficiencies with respect to energy efficiency, transmission reliability, multicast fairness, and security. This paper proposes FLoRa+, energy-efficient, reliable, beamforming-assisted, and secure FUOTA for LoRa networks, which is featured with several techniques, including delta scripting, channel coding, beamforming, and securing mechanisms. Specifically, we first propose a joint differencing and compression algorithm to generate the delta script for processing gain, which unlocks the potential of incremental FUOTA in LoRa networks. Then, we design a concatenated channel coding scheme with outer rateless code and inner error detection to enable reliable transmission for coding gain. Afterward, we develop a beamforming strategy to avoid biased multicast and compromised throughput for power gain. Finally, we present a securing mechanism incorporating progressive hash chain and packet arrival time pattern verification to countermeasure firmware integrity and availability attacks for security gain. Experimental results on a 20-node testbed demonstrate that FLoRa+ improves transmission reliability and energy efficiency by up to 1.51 × and 2.65 × compared with LoRaWAN. Additionally, FLoRa+ can defend against 100% and 85.4% of spoofing and Denial-of-Service (DoS) attacks.

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FLoRa+:LoRa 网络中的高能效、可靠、波束成形辅助和安全的空中固件更新
随着无人值守 LoRa 网络的广泛部署,执行空中固件更新(FUOTA)的需求日益增长。然而,LoRa 联盟专门制定的 FUOTA 规范在能效、传输可靠性、组播公平性和安全性方面存在一些不足。本文提出了适用于 LoRa 网络的高能效、可靠、波束成形辅助和安全的 FUOTA--FLoRa+,它采用了多项技术,包括三角脚本、信道编码、波束成形和安全机制。具体来说,我们首先提出了一种联合差分和压缩算法来生成用于处理增益的 delta 脚本,从而释放了 LoRa 网络中增量 FUOTA 的潜力。然后,我们设计了一种具有外层无鼠码和内层错误检测的串联信道编码方案,以实现可靠传输,从而获得编码增益。然后,我们开发了一种波束成形策略,以避免偏向组播和影响吞吐量,从而获得功率增益。最后,我们提出了一种包含渐进式哈希链和数据包到达时间模式验证的安全机制,以抵御固件完整性和可用性攻击,从而获得安全增益。在 20 节点测试平台上的实验结果表明,与 LoRaWAN 相比,FLoRa+ 的传输可靠性和能效分别提高了 1.51 倍和 2.65 倍。此外,FLoRa+ 还能防御 100% 和 85.4% 的欺骗和拒绝服务(DoS)攻击。
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来源期刊
ACM Transactions on Sensor Networks
ACM Transactions on Sensor Networks 工程技术-电信学
CiteScore
5.90
自引率
7.30%
发文量
131
审稿时长
6 months
期刊介绍: ACM Transactions on Sensor Networks (TOSN) is a central publication by the ACM in the interdisciplinary area of sensor networks spanning a broad discipline from signal processing, networking and protocols, embedded systems, information management, to distributed algorithms. It covers research contributions that introduce new concepts, techniques, analyses, or architectures, as well as applied contributions that report on development of new tools and systems or experiences and experiments with high-impact, innovative applications. The Transactions places special attention on contributions to systemic approaches to sensor networks as well as fundamental contributions.
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