无人机辅助无线网络中安全带宽分配的区块链授权博弈理论激励

IF 9.2 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Qichao Xu;Zhou Su;Haixia Peng;Yuan Wu;Ruidong Li
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引用次数: 0

摘要

近年来,倡导无人机提供无线传输服务的无人机辅助无线网络(UAV -assisted wireless network, UAWNs)应运而生。然而,由于不断增长的数据流量和不可信的网络运行环境,有效和安全地分配有限带宽以实现无人机和移动用户之间的高质量无线通信提出了重大挑战。为了解决这一挑战,我们提出了一种新的安全的无人机带宽分配方案,为UAWNs中的移动用户提供可靠的无线传输服务。具体来说,我们首先引入了一种新的区块链授权框架,用于安全带宽分配,旨在通过不可变的交易和行为数据记录自动化支付流程并阻止恶意活动。其中,设计智能合约,以分布式方式规范移动用户和无人机在带宽分配过程中的诚实行为。此外,为了保证决策过程的真实性和有效性,提出了一种具有信誉共识的委托权益证明(DPoS)协议。在此基础上,应用Stackelberg博弈论建立了移动用户与无人机之间带宽分配的动态模型。在这个博弈中,无人机作为博弈领导者决定带宽价格,而每个移动用户作为博弈追随者决定带宽请求。我们利用逆向归纳法推导出双方的最优策略,最终确定了制定的博弈的Stackelberg均衡。最后,进行了大量的仿真,证明了该方案在带宽分配的安全性、效率和公平性方面优于传统方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blockchain-Empowered Game Theoretical Incentive for Secure Bandwidth Allocation in UAV-Assisted Wireless Networks
Recently, the promising unmanned aerial vehicle (UAV)-assisted wireless networks (UAWNs) have emerged by advocating the UAVs to provide wireless transmission services. However, owing to the ever-growing volume of data traffic and the untrusted network operation environment, efficiently and securely assigning limited bandwidth for high-quality wireless communication between UAVs and mobile users poses a significant challenge. To address this challenge, we propose a novel secure UAV-bandwidth allocation scheme to provision reliable wireless transmission services for mobile users in UAWNs. Specifically, we first introduce a novel blockchain-empowered framework for secure bandwidth allocation, designed to automate payment processes and deter malicious activities through the immutable logging of transactional and behavioral data. Wherein, a smart contract is designed to regulate the honest behaviors of both mobile users and UAVs during bandwidth allocation with a distributed manner. Besides, a delegated proof-of-stake (DPoS) with reputation consensus protocol is presented to ensure the authenticity and efficiency of the decision-making process. Further, we apply the Stackelberg game theory to model the dynamic of the bandwidth allocation between mobile users and UAVs. In this game, the UAVs act as game leaders to determine the bandwidth price, while each mobile user acts as a game follower, making decision on the bandwidth request. We utilize the backward induction method to derive the optimal strategies of both parties, culminating in the identification of the Stackelberg equilibrium of the formulated game. Finally, extensive simulations are carried out to show the superiority of the proposed scheme over conventional schemes in terms of security, efficiency, and fairness in bandwidth allocation.
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来源期刊
IEEE Transactions on Mobile Computing
IEEE Transactions on Mobile Computing 工程技术-电信学
CiteScore
12.90
自引率
2.50%
发文量
403
审稿时长
6.6 months
期刊介绍: IEEE Transactions on Mobile Computing addresses key technical issues related to various aspects of mobile computing. This includes (a) architectures, (b) support services, (c) algorithm/protocol design and analysis, (d) mobile environments, (e) mobile communication systems, (f) applications, and (g) emerging technologies. Topics of interest span a wide range, covering aspects like mobile networks and hosts, mobility management, multimedia, operating system support, power management, online and mobile environments, security, scalability, reliability, and emerging technologies such as wearable computers, body area networks, and wireless sensor networks. The journal serves as a comprehensive platform for advancements in mobile computing research.
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