Blockchain-Based Route Selection With Allocation of Radio and Computing Resources for Connected Autonomous Vehicles

【Author】 Volosin, Marcel; Slapak, Eugen; Becvar, Zdenek; Maksymyuk, Taras; Petik, Adam; Liyanage, Madhusanka; Gazda, Juraj

【Source】IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

【影响因子】9.551

【Abstract】With the advent of connected and autonomous vehicles (CAVs), we observe a growing need for new resource allocation solutions in mobile networks. Currently, most of the resource allocation solutions for CAVs communication do not consider the driving routes of the cars. In this paper, we introduce joint vehicular route selection and radio and computing resource allocation for CAVs. The proposed approach is based on the graph search-based lexicographic A* algorithm that minimizes the ratio of failed tasks along the entire vehicular route considering the availability of both radio and computing resources. To manage the allocation of resources among multiple CAVs for each vehicular route, we develop a blockchain-based framework allowing resource reservation by means of nonfungible tokens (NFTs). Each NFT represents an exclusive right to the required amount of radio and computing resources for the given road segment and defined time interval. The effectiveness of the proposed approach is demonstrated by simulations showing that the proposed vehicular route selection algorithm reduces the ratio of tasks not completed before the deadline by up to 69% compared to the existing state-of-the-art algorithms.

【Keywords】Resource management; Task analysis; Routing; Computational modeling; Optimization; Autonomous vehicles; Adaptation models; Resource allocation; vehicular edge computing; mobile networks; connected vehicles; NFT; blockchain

【发表时间】

【收录时间】2023-04-12

【文献类型】理论模型

【主题类别】

区块链应用-实体经济-交通领域