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基于联盟区块链的车联网边缘计算(IoVEC)网络中的去中心化可信数据共享管理

Decentralized Trusted Data Sharing Management on Internet of Vehicle Edge Computing (IoVEC) Networks Using Consortium Blockchain.

作者信息

Firdaus Muhammad, Rahmadika Sandi, Rhee Kyung-Hyune

机构信息

Department of Artificial Intelligence Convergence, Pukyong National University, Busan 48513, Korea.

Department of IT Convergence and Application Engineering, Pukyong National University, Busan 48513, Korea.

出版信息

Sensors (Basel). 2021 Mar 31;21(7):2410. doi: 10.3390/s21072410.

Abstract

The emergence of the Internet of Vehicles (IoV) aims to facilitate the next generation of intelligent transportation system (ITS) applications by combining smart vehicles and the internet to improve traffic safety and efficiency. On the other hand, mobile edge computing (MEC) technology provides enormous storage resources with powerful computing on the edge networks. Hence, the idea of IoV edge computing (IoVEC) networks has grown to be an assuring paradigm with various opportunities to advance massive data storage, data sharing, and computing processing close to vehicles. However, the participant's vehicle may be unwilling to share their data since the data-sharing system still relies on a centralized server approach with the potential risk of data leakage and privacy security. In addition, vehicles have difficulty evaluating the credibility of the messages they received because of untrusted environments. To address these challenges, we propose consortium blockchain and smart contracts to accomplish a decentralized trusted data sharing management system in IoVEC. This system allows vehicles to validate the credibility of messages from their neighboring by generating a reputation rating. Moreover, the incentive mechanism is utilized to trigger the vehicles to store and share their data honestly; thus, they will obtain certain rewards from the system. Simulation results substantially display an efficient network performance along with forming an appropriate incentive model to reach a decentralized trusted data sharing management of IoVEC networks.

摘要

车联网(IoV)的出现旨在通过将智能车辆与互联网相结合,促进下一代智能交通系统(ITS)应用,以提高交通安全和效率。另一方面,移动边缘计算(MEC)技术在边缘网络上提供了强大的计算能力和巨大的存储资源。因此,车联网边缘计算(IoVEC)网络的概念已发展成为一种可靠的范式,为在车辆附近推进海量数据存储、数据共享和计算处理提供了各种机会。然而,由于数据共享系统仍依赖于集中式服务器方法,存在数据泄露和隐私安全的潜在风险,参与的车辆可能不愿意共享其数据。此外,由于环境不可信,车辆难以评估它们接收到的消息的可信度。为应对这些挑战,我们提出联盟区块链和智能合约,以在IoVEC中实现去中心化的可信数据共享管理系统。该系统允许车辆通过生成信誉评级来验证来自其邻居的消息的可信度。此外,利用激励机制促使车辆诚实地存储和共享其数据;这样,它们将从系统中获得一定的奖励。仿真结果充分展示了高效的网络性能,同时形成了适当的激励模型,以实现IoVEC网络去中心化的可信数据共享管理。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bd3/8037432/7eae0d52dc76/sensors-21-02410-g001.jpg

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