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移动群智感知网络激励机制研究综述

Research on Incentive Mechanisms in Mobile Crowd Sensing Networks

中文摘要英文摘要

移动群智感知网络可将个体周围信息通过3G、4G、Wifi等技术手段接入云端服务器,从而实现数据共享及无处不在的感知,这为人们随时随地获取周围信息提供了极大的方便。移动群智感知应用需要借助大量用户的终端智能设备进行数据感知,因此必须设计合理的激励机制对用户参与感知所付出的代价进行补偿,才能招募到足够的用户参与感知,从而保证数据收集的质量。本文结合国内外移动群智感知激励机制的发展趋势,首先对移动群智感知的基本概念、体系架构和现有应用进行评述,其次对当前激励机制主要的研究内容和研究模式进行详细分类介绍和对比,最终给出未来的研究方向。

Mobile crowd sensing networks could enable data sharing and ubiquitous sensing through 3G, 4G,Wifi or other technical means to access the cloud server, which provided great convenience for people to get the nearby information anytime and anywhere. Mobile crowd sensing applications need to use a large number of users' intelligent terminal equipments for data sensing, so it is necessary to design a reasonable incentive mechanism to pay for the users' cost involved in the process to ensure the activities could carry out smoothly and provide a certain service quality. Based on the development of the mobile crowd sensing incentive mechanisms, firstly, we reviewed the basic concepts of mobile crowd sensing、architecture and existing applications. Then we classified the current incentive mechanisms and described some representative solutions in detail. Finally, we proposed some promising research directions.

唐红、李丽

通信无线通信电子技术应用

移动互联网移动群智感知数据收集激励机制数据共享

Mobile InternetMobile crowd sensingdata collectionincentive mechanism data sharing

唐红,李丽.移动群智感知网络激励机制研究综述[EB/OL].(2016-03-09)[2025-08-05].http://www.paper.edu.cn/releasepaper/content/201603-107.点此复制

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