区块链辅助无人机数据自由边界空间查询与认证共享

IF 2 3区 计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Supported Cooperative Work-The Journal of Collaborative Computing Pub Date : 2023-05-24 DOI:10.1109/CSCWD57460.2023.10152611
Ya Zhang, Xi Lin, Jun Wu, Bei Pei, Yunyun Han
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引用次数: 0

摘要

无人机的灵活性和低成本为其在救灾、能源线路检查和交通监控等领域提供了巨大的潜力。多架无人机组成机载无人机网络,共享地理标记观测数据,实现更好的协同任务。区块链可以解决环境的不可信和无人机网络的开放性带来的安全威胁。然而,区块链辅助无人机网络数据共享的关键是在自由边界空间中识别和理解观测数据并提供认证查询服务。提出了一种基于不可替代令牌(NFT)的区块链辅助无人机网络数据共享框架。首先,我们设计了一种基于NFT的标记和描述数据方法,以帮助有效地理解地理标记数据。此外,我们提出了一个自由边界的空间索引树来管理数据并提供高效的查询。此外,结合共识机制和区块链交易树,提出的共享框架可以提供查询结果认证。与现有方案相比,分析和实验表明,该方案可以支持无人机飞行距离的任意扩展和观测数据在空间上的随机分布,节省至少22%的存储开销,减少36%以上的查询时间开销。
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Blockchain-Assisted UAV Data Free-Boundary Spatial Querying and Authenticated Sharing
The flexibility and low cost of unmanned aerial vehicles (UAVs) offer great potential for them in areas such as disaster relief, energy line inspection, and traffic monitoring. Multiple UAVs form an airborne UAV network to share geo-tagged observation data for better collaborative missions. Blockchain can solve the security threats caused by the environment’s untrustworthiness and the UAV networks’ openness. However, the key to sharing data in blockchain-assisted UAV networks is identifying and understanding observational data and providing authentication query services in free boundary spatial. This paper proposes a blockchain-assisted UAV network data-sharing framework based on Non-Fungible Token (NFT). First, we design a marking and describing data method based on NFT to help geo-tagged data be effectively understood. Moreover, we propose a free-boundary spatial index tree to manage data and provide efficient queries. Furthermore, combined with the consensus mechanism and the blockchain transaction tree, the proposed sharing framework can provide query results authentication. Compared with the existing schemes, analysis and experiments demonstrate that our scheme could support the arbitrary expansion of UAV flight range and the random distribution of observation data in space, save at least 22% of storage overhead and reduce more than 36% of query time overhead.
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来源期刊
Computer Supported Cooperative Work-The Journal of Collaborative Computing
Computer Supported Cooperative Work-The Journal of Collaborative Computing COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
6.40
自引率
4.20%
发文量
31
审稿时长
>12 weeks
期刊介绍: Computer Supported Cooperative Work (CSCW): The Journal of Collaborative Computing and Work Practices is devoted to innovative research in computer-supported cooperative work (CSCW). It provides an interdisciplinary and international forum for the debate and exchange of ideas concerning theoretical, practical, technical, and social issues in CSCW. The CSCW Journal arose in response to the growing interest in the design, implementation and use of technical systems (including computing, information, and communications technologies) which support people working cooperatively, and its scope remains to encompass the multifarious aspects of research within CSCW and related areas. The CSCW Journal focuses on research oriented towards the development of collaborative computing technologies on the basis of studies of actual cooperative work practices (where ‘work’ is used in the wider sense). That is, it welcomes in particular submissions that (a) report on findings from ethnographic or similar kinds of in-depth fieldwork of work practices with a view to their technological implications, (b) report on empirical evaluations of the use of extant or novel technical solutions under real-world conditions, and/or (c) develop technical or conceptual frameworks for practice-oriented computing research based on previous fieldwork and evaluations.
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