IoT-Enabled Blockchain Framework for Internet of Vehicles Safety Monitoring in Smart Cities

IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS
Amrendra Singh Yadav, Vijayant Pawar, Roshni Yadav
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Abstract

Road accidents pose a significant concern, leading to numerous fatalities and societal disruptions. The Internet of Vehicles (IoVs), when integrated with communication technology, offers a promising solution to mitigate these accidents. However, current IoV systems face challenges such as data integrity, user privacy, centralized storage, and secure authentication. Blockchain technology emerges as a viable solution, providing tamper-proof data storage and a trustless authentication independent of central authorities. However, in blockchain-based IoV systems, the inefficiency of traditional consensus mechanisms suffers from high computational costs, network delays, and limited scalability. To address these challenges, we introduce HybridChain, an IoT-enabled blockchain framework that uses the Reputation-Based Practical Byzantine Fault Tolerance (RB-PBFT) consensus mechanism, which enhances transaction throughput, reduces consensus delay, and mitigates block congestion by incorporating a reputation-based trust model. RB-PBFT ensures that only trusted entities participate in block validation. Furthermore, HybridChain integrates a sidechain-based storage mechanism to manage the large volume of data, ensuring that only essential metadata is recorded on the main blockchain, thereby enhancing scalability and reducing network congestion. The experiment results show that the amount of data transmitted is 4.3 times more in PoW than RB-PBFT with varying vehicles, while in the case of varying block size, it is 3.1 times more in PoW than RB-PBFT.

Abstract Image

基于物联网的智慧城市车联网安全监控区块链框架
道路交通事故是一个重大问题,导致大量死亡和社会混乱。车联网(IoVs)与通信技术相结合,为减少这些事故提供了一个很有前途的解决方案。然而,当前的车联网系统面临着数据完整性、用户隐私、集中存储和安全认证等挑战。区块链技术作为一种可行的解决方案出现,它提供了防篡改的数据存储和独立于中央机构的无需信任的身份验证。然而,在基于区块链的车联网系统中,传统共识机制的低效率受到高计算成本、网络延迟和有限可扩展性的影响。为了应对这些挑战,我们引入了HybridChain,这是一个支持物联网的区块链框架,它使用基于声誉的实用拜占庭容错(RB-PBFT)共识机制,通过结合基于声誉的信任模型,提高了交易吞吐量,减少了共识延迟,并减轻了块拥塞。RB-PBFT确保只有受信任的实体参与块验证。此外,HybridChain集成了基于侧链的存储机制来管理大量数据,确保只在主区块链上记录必要的元数据,从而增强了可扩展性,减少了网络拥塞。实验结果表明,在不同车辆的情况下,PoW传输的数据量是RB-PBFT的4.3倍,而在不同区块大小的情况下,PoW传输的数据量是RB-PBFT的3.1倍。
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来源期刊
CiteScore
8.90
自引率
13.90%
发文量
249
期刊介绍: ransactions on Emerging Telecommunications Technologies (ETT), formerly known as European Transactions on Telecommunications (ETT), has the following aims: - to attract cutting-edge publications from leading researchers and research groups around the world - to become a highly cited source of timely research findings in emerging fields of telecommunications - to limit revision and publication cycles to a few months and thus significantly increase attractiveness to publish - to become the leading journal for publishing the latest developments in telecommunications
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