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去中心化移动群智感知系统中可靠和高效的数据交易

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移动群智感知(mobile crowd sensing,MCS)系统提供了充分利用人群智慧的机会,具有部署成本低、空间覆盖范围广等优点。由于中央服务器可能存在的故障或风险问题,该研究以分散的方式构建具有不可信参与者的高效MCS系统。基于分布式拍卖过程和区块链系统,提出一种高效实用的去中心化MCS系统。该方法通过一个中立、公开和可信的平台,实现了满足个人理性和保护个人隐私的最优社会利益。理论分析和数值实验均证实该方法的有效性。
Trustworthy and Efficient Data Trading in Decentralized Mobile Crowd Sensing Systems
Mobile crowd sensing(MCS)systems,which offer a great opportunity to take full advantage of the wisdom of the crowd,naturally benefit from low deployment cost and wide spatial coverage.Due to failure or risk caused by a central server,constructing an efficient MCS system with untrustworthy participants in a decentralized manner is investigated.An efficient and practical decentralized MCS system based on a distributed auction process and the blockchain system is proposed.The proposed method achieves the optimal social profit satisfying individual rationality and protecting their privacy,through a neutral,public and trustful platform.Both theoretical analysis and numerical experiments show the effectiveness of the proposed approach.

mobile crowd sensing(MCS)data tradingauctionblockchain

许林、俞思佳、冯珍妮、尹枫

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东华大学 计算机科学与技术学院,上海 201620

移动群智感知(MCS) 数据交易 拍卖 区块链

Free Exploration Project of Basic Research Business Funds of Central Universities,China

2232021D-23

2024

东华大学学报(英文版)
东华大学

东华大学学报(英文版)

影响因子:0.091
ISSN:1672-5220
年,卷(期):2024.41(1)
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