분산형 접근 방식을 적용한 차량 인터넷에서 신뢰할수 있는 데이터 관리를 위한 인센티브 메커니즘 설계
An Incentive Mechanism Design for Trusted Data Management on Internet of Vehicle with Decentralized Approach
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초록
본 논문은 블록체인 기술에서 탈중앙화된 시스템 접근 방식을 활용하여 차량 인터넷(IoV)에서 신뢰할 수 있는 데이터 공유 체계를 제안한다. 스마트 계약에 기초한 인센티브 메커니즘을 채택하여, 차량은 올바른 교통 정보 메시지를 정직하게 공유함으로써 시스템으로부터 특정한 보상을 받게 된다. 이후 차량은 평판 등급을 생성하여 수신되는 모든 정보 메세지를 검증함으로서 메시지에 대한 신뢰성을 유지한다. 한편 네트워크 성능을 분석하기 위해 이산 이벤트 시뮬레이터를 사용하여 IoT 네트워크를 시뮬레이션하였고, 인센티브 모델은 분산형 접근 방식의 이더리움 스마트 계약을 활용하여 설계하였다.
Abstract
This paper proposes a reliable data sharing scheme on the internet of vehicles (IoV) by utilizing blockchain technology for constructing a decentralized system approach. In our model, to maintain the credibility of the information messages sent by the vehicles to the system, we propose a reputation rating mechanism, in which neighboring vehicles validate every received information message. Furthermore, we incorporate an incentive mechanism based on smart contracts, so that vehicles will get certain rewards from the system when they share correct traffic information messages. We simulated the IoV network using a discrete event simulator to analyze network performance, whereas the incentive model is designed by leveraging the smart contract available in the Ethereum platform.
참고문헌 (16)
- Yang, Zhe, "Blockchain-based decentralized trust management in vehicular networks", IEEE Internet of Things Journal, 6(2), pp.1495~1505 (2018)
- "Blockchain Technology and Decentralized Governance: Is the State Still Necessary?"[URL]
- Kenney, John B, "Dedicated short-range communications (DSRC)standards in the United States", Proceedings of the IEEE, 99(7), pp.1162~1182 (2011)
- Xu, Chen, "A low-latency and massive-connectivity vehicular fog computing framework for 5G", 2018IEEE Globecom Workshops (GC Wkshps), pp.1~6 (2018), IEEE
- Jurca, Radu, "An incentive compatible reputation mechanism", EEE International Conference on E-Commerce, 2003. CEC 2003, pp.285~292 (2003), IEEE
- Peng, Dan, "Pay as how well you do: A quality based incentive mechanism for crowdsensing", Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, pp.177~186 (2015)
- "Bitcoin: A Peer-to-Peer Electronic Cash System"[URL]
- Rahmadika, Sandi, "Blockchain-Enabled 5G Edge Networks and Beyond: An Intelligent Cross-Silo Federated Learning Approach", Security and Communication Networks, 2021 (2021)
- Firdaus, Muhammad, "On Blockchain-Enhanced Secure Data Storage and Sharing in Vehicular Edge Computing Networks", Applied Sciences, 11(1), pp.414~ (2021)
- Li, Lun, "Creditcoin: A privacy-preserving blockchain-based incentive announcement network for communications of smart vehicles", IEEE Transactions on Intelligent Transportation Systems, 19(7), pp.2204~2220 (2018)
- Kang, Jiawen, "Blockchain for secure and efficient data sharing in vehicular edge computing and networks", IEEE Internet of Things Journal, 6(3), pp.4660~4670 (2018)
- Castro, Miguel, "Practical Byzantine fault tolerance and proactive recovery", ACM Transactions on Computer Systems (TOCS), 20(4), pp.398~461 (2002)
- Firdaus, Muhammad, "Decentralized trusted data sharing management on internet of vehicle edge computing (IoVEC) networks using consortium blockchain", Sensors, 21(7), pp.2410~ (2021)
- Jaiswal, Raj K., "Internet of Things, Smart Spaces, and Next Generation Networks and Systems", pp.286~298 (2015), Springer
- Gao, Jianbin, "A blockchain-SDN- enabled Internet of vehicles environment for fog computing and 5G networks", IEEE Internet of Things Journal, 7(5), pp.4278~4291 (2019)
- Olson, K., "Sawtooth: An introduction" (2018), The Linux Foundation