Access Management using Vickrey-Clarke-Groves Auction in Terrestrial-Drone Networks

Junghyun Kim, Joongheon Kim
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Abstract

With advances in technology, the amount of data used per user has increased, and traditional ground base stations often fail to meet the needs of user terminals. In this paper, a lack of data transmission resources in the terrestrial network is solved by DBSs (drone base stations). In the suggested model, MBSs (macrocell base stations) are used to provide resources for backhaul connectivity to DBSs. DBSs (drone base stations) provide downlink connectivity to user terminals whose demand cannot be satisfied by terrestrial SBSs (small cell base stations). To accomplish optimal allocation between supply and demand of data transmission resources, several research results based on competitive market settings have been introduced. However, security, privacy, and trust guaranteed issues are not actively discussed in the results. Data transmission resources are allocated by the resource-demanding objects. If resource-demanding objects report manipulated malicious information for their own interest to obtain more resources, the whole resource allocation system can be vulnerable due to the selfish resource-demanding objects. This paper represents a novel algorithm that guarantees the trustfulness of resource-demanding objects. Vickrey-Clarke -Groves auction-based trust guaranteed algorithm is proposed for data transmission resource allocation between DBSs and user terminals through access links. In the VCG auction-based mechanism, DBSs (auctioneers) provide QOS (quality of service) to user terminals that their demand is not satisfied by the surrounding SBSs (bidders).
使用Vickrey-Clarke-Groves拍卖的地面无人机网络访问管理
随着技术的进步,每个用户使用的数据量越来越大,传统的地面基站往往不能满足用户终端的需求。本文利用无人机基站(DBSs)解决了地面网络中数据传输资源不足的问题。在建议的模型中,mbs(宏蜂窝基站)被用来为到DBSs的回程连接提供资源。无人机基站(DBSs)为地面基站(small cell base station)无法满足需求的用户终端提供下行连接。为了实现数据传输资源的供需最优配置,介绍了基于竞争市场环境下的若干研究成果。然而,安全、隐私和信任保证问题并没有在结果中积极讨论。数据传输资源由资源需求对象分配。如果资源需求对象为了自己的利益而报告被操纵的恶意信息以获取更多的资源,那么整个资源分配系统就会因为资源需求对象的自私而变得脆弱。提出了一种保证资源需求对象可信的新算法。提出了基于Vickrey-Clarke -Groves拍卖的信任保证算法,用于通过接入链路在DBSs和用户终端之间分配数据传输资源。在基于VCG拍卖的机制中,DBSs(拍卖商)向用户终端提供其需求不能被周围的SBSs(竞拍者)所满足的QOS(服务质量)。
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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