DMap: A Distributed Blockchain-based Framework for Online Mapping in Smart City

Fatemeh MohammadZadeh, S. A. Mirghasemi, A. Dorri, H. Ahmadifar
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引用次数: 2

Abstract

Smart cities are growing significantly due to the growth of smart connected vehicles and Internet of Things (IoT) where a wide range of devices are connected to share data. Online mapping is one of the fundamental services offered in smart cities which enables the vehicle owners to find shortest or fastest direction toward a destination thus reduces travel cost and air pollution. However, existing online mapping services rely on centralized servers, e.g., Google, which collect data from users to offer service. This method is unlikely to scale with growth in the smart city participants and introduces privacy concerns and data wall where data of the users is managed by big companies. To address these challenges, in this paper we introduce DMap, a blockchain-based platform where the users can share data in an anonymous distributed manner with service providers. To the best of our knowledge, DMap is the first distributed blockchain-based solution for online mapping. To improve the scalability of the blockchain, we propose to use edge-computing along with blockchain. To protect against malicious vehicles that may inject false data, we define a reputation system where the collected data of the vehicles is verified by monitoring the neighbor data. We introduce data marketplace where users can trade their data to address data wall challenge.
DMap:一个基于区块链的智能城市在线地图框架
由于智能互联汽车和物联网(IoT)的增长,智能城市正在显着增长,其中连接了各种设备以共享数据。在线地图是智能城市提供的基本服务之一,它使车主能够找到通往目的地的最短或最快的方向,从而降低旅行成本和空气污染。然而,现有的在线地图服务依赖于集中式服务器,例如Google,它从用户那里收集数据来提供服务。这种方法不太可能随着智慧城市参与者的增长而扩展,并且引入了隐私问题和数据墙,其中用户的数据由大公司管理。为了应对这些挑战,在本文中,我们介绍了DMap,这是一个基于区块链的平台,用户可以以匿名的分布式方式与服务提供商共享数据。据我们所知,DMap是第一个基于分布式区块链的在线地图解决方案。为了提高区块链的可扩展性,我们建议将边缘计算与区块链一起使用。为了防止恶意车辆注入虚假数据,我们定义了一个信誉系统,其中车辆收集的数据通过监控邻居数据来验证。我们引入了数据市场,用户可以在其中交易他们的数据,以解决数据墙的挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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