B-UAVM: A Blockchain-Supported Secure Multi-UAV Task Management Scheme

被引:5
|
作者
Xie, Hui [1 ,2 ]
Zheng, Jun [1 ,2 ]
He, Teng [2 ,3 ]
Wei, Shengjun [1 ,2 ]
Shan, Chun [2 ,3 ]
Hu, Changzhen [1 ,2 ]
机构
[1] Beijing Inst Technol, Sch Comp Sci & Technol, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Beijing Key Lab Software Secur Engn Technol, Beijing 100081, Peoples R China
[3] Beijing Inst Technol, Sch Comp Sci & Technol, Beijing 100081, Peoples R China
关键词
Task analysis; Blockchains; Security; Servers; Internet of Things; Autonomous aerial vehicles; Consensus protocol; Blockchain; data security; identity security; unmanned aerial vehicle (UAV) security; BUILDING AGILE; NETWORKS; INTERNET; SYSTEM; SMART; SDN;
D O I
10.1109/JIOT.2023.3279923
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The advent of unmanned aerial vehicle (UAV) swarm technology brings possibilities to help humans complete tasks in no man's land, such as deserts and rainforests. However, UAV network faces many cyber threats, where attackers can impersonate legitimate entities or tamper with UAV task data. For identity security, most of the existing methods use centralized authentication schemes, which have a single point of failure problem. For data security, the existing methods only secure the task data in the ground system, ignoring the data security in the air network. Therefore, the existing methods are not suitable for ubiquitous UAV scenarios. Blockchain secures data security while eliminating the single point of failure problem, and has been widely used in distributed scenarios. In this article, to secure entity identity and task data, we propose a blockchain-supported secure multi-UAV task management scheme (B-UAVM). Specifically, a three-layer blockchain structure is constructed to secure multitasks, and achieve ubiquitous control of UAV formations. Besides, six types of blocks and three types of transactions are designed to achieve safe processing and storage of task data and entity information. Furthermore, an improved practical byzantine fault tolerance (IPBFT) consensus mechanism and a UAV-formation-action-considered ground station consensus mechanism (UFAGS) are introduced in the Server Network and Ground Control Network, respectively, to accelerate the consensus. The experimental results show that the number of transactions generated per second (TPS) of B-UAVM is about 0.5x and 3.7x of the existing method when the block size or the number of blockchain nodes increases, respectively.
引用
收藏
页码:21240 / 21253
页数:14
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