Delgado-Segura Sergi, Tanas Cristian, Herrera-Joancomartí Jordi
Departament d'Enginyeria de la Informació i les Comunicacions, Universitat Autònoma de Barcelona, Bellaterra, Barcelona 08193, Spain.
Sensors (Basel). 2016 May 27;16(6):776. doi: 10.3390/s16060776.
In Mobile Crowd Sensing (MCS), the power of the crowd, jointly with the sensing capabilities of the smartphones they wear, provides a new paradigm for data sensing. Scenarios involving user behavior or those that rely on user mobility are examples where standard sensor networks may not be suitable, and MCS provides an interesting solution. However, including human participation in sensing tasks presents numerous and unique research challenges. In this paper, we analyze three of the most important: user participation, data sensing quality and user anonymity. We tackle the three as a whole, since all of them are strongly correlated. As a result, we present PaySense, a general framework that incentivizes user participation and provides a mechanism to validate the quality of collected data based on the users' reputation. All such features are performed in a privacy-preserving way by using the Bitcoin cryptocurrency. Rather than a theoretical one, our framework has been implemented, and it is ready to be deployed and complement any existing MCS system.
在移动人群感知(MCS)中,人群的力量与他们所佩戴智能手机的传感能力相结合,为数据感知提供了一种新范式。涉及用户行为的场景或依赖用户移动性的场景,是标准传感器网络可能不适用的例子,而MCS提供了一个有趣的解决方案。然而,将人类参与纳入传感任务带来了众多独特的研究挑战。在本文中,我们分析了三个最重要的挑战:用户参与、数据感知质量和用户匿名性。我们将这三个问题作为一个整体来处理,因为它们都紧密相关。因此,我们提出了PaySense,这是一个通用框架,它激励用户参与,并提供一种基于用户声誉来验证所收集数据质量的机制。所有这些功能都通过使用比特币加密货币以保护隐私的方式来执行。我们的框架并非理论上的,而是已经实现,并且准备好进行部署并补充任何现有的MCS系统。