Blockchain-enabled Charging Scheduling for Unmanned Vehicles in Smart Cities,ERICDATA高等教育知識庫
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篇名
Blockchain-enabled Charging Scheduling for Unmanned Vehicles in Smart Cities
並列篇名
Blockchain-enabled Charging Scheduling for Unmanned Vehicles in Smart Cities
作者 Chuhao QinPan LiJun LiuJianqi Liu
英文摘要
Recently, mobile crowd sensing (MCS) has been widely used in smart cities with the help of unmanned aerial vehicles (UAVs) and autonomous cars. To ensure long-term, long-distance sensing tasks of UAVs, mobile unmanned charging stations, called “Carriers”, are scheduled to reach preset charging locations in a city to provide charging services. However, existing methods not only have difficulty in serving a large number of UAVs, but also face a big challenge of potential security vulnerabilities in the charging transactions. To address the above issues, this paper explores the blockchain technology to design an auction-based framework for scheduling charging services for UAVs while improving the security of charging transactions. In particular, considering the revenues of Carriers and the utilities of UAVs, we develop a new auction mechanism based on the emerging deep reinforcement learning technique to improve the auction performance. Experimental results demonstrate that our method can enhance charging transactions’ security and optimize the system performance.
起訖頁 327-337
關鍵詞 Smart citiesBlockchainVehiclesSecurityAuction
刊名 網際網路技術學刊  
期數 202103 (22:2期)
出版單位 台灣學術網路管理委員會
DOI 10.3966/160792642021032202008  複製DOI
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