参与式感知:以人为中心的智能感知与计算

发布时间：2018-05-15 22:10

本文选题：参与式感知 + 以用户为中心的感知　；参考：《计算机研究与发展》2017年03期

【摘要】：越来越多的无线智能移动设备集成了大量不同种类的传感器模块,与此同时无线移动网络也迅速普及.这些因素推动了参与式感知概念的提出与发展.参与式感知又被称为城市感知、以用户为中心的感知、群智感知.参与式感知可以解决传统无线传感网络难以大规模部署以及部署成本高昂的问题.参与式感知系统通过利用移动智能设备中的传感器、社交网络以及个人设备使用行为对参与者周围的物理环境、社会环境或者个人状态进行自主式采集、传输和分析,并做出智能化决策.这对未来实现智慧城市、普适计算以及物联网等重大概念具有重要的意义.首先介绍了参与式感知相关概念、理论以及相应的应用原型系统;然后介绍了参与式感知相关研究前沿热点,包括参与式感知的原型设计、感知数据处理、激励机制、隐私保护、恶意攻击以及不同移动网络的问题等;最后给出研究参与式感知的一般方法.
[Abstract]:More and more wireless intelligent mobile devices integrate a large number of different sensor modules, at the same time, wireless mobile networks are becoming more and more popular. These factors push forward and develop the concept of participatory perception. Participatory perception is also called urban perception, user-centered perception, group intelligence perception. Participatory sensing can solve the problem that traditional wireless sensor networks are difficult to deploy on a large scale and expensive to deploy. Participatory sensing systems use sensors, social networks, and personal devices in mobile smart devices to collect, transmit, and analyze the physical, social, or personal conditions around the participants. And make intelligent decision. This is of great significance to the realization of intelligent cities, pervasive computing and the Internet of things in the future. Firstly, the concept, theory and corresponding application prototype system of participatory perception are introduced, and then the research hotspot of participatory perception is introduced, including prototype design of participatory perception, perceptual data processing, incentive mechanism, etc. Privacy protection, malicious attacks and the problems of different mobile networks are discussed. Finally, a general method to study participatory perception is given.
【作者单位】：东北大学软件学院;
【基金】：国家自然科学基金项目(61672148,61502092,61572123) 国家杰出青年科学基金项目(61225012,71325002) 教育部-中国移动科研基金项目(MCM20160201) 辽宁省百千万人才工程项目(201514)~~
【分类号】：TP212.9;TN929.5

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