Mobile Crowdsensing: Current State and Future Challenges
Mobile Crowdsensing: Current State and Future Challenges
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DOI：
10.1109/mcom.2011.6069707
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发表时间：
2011-11-01
影响因子：
11.2
通讯作者：
Lei, Hui
中科院分区：
文献类型：
--
作者：
Ganti, Raghu K.;Ye, Fan;Lei, Hui
互联网边缘的新兴设备类别是以消费者为中心的移动的感测和计算设备，诸如智能电话、音乐播放器和车载传感器。这些设备将推动物联网的发展，因为它们将传感器数据以社会规模提供给互联网。在这篇文章中，我们研究一类应用，我们称之为移动的crowdsensing，其中个人与传感和计算设备集体共享数据和提取信息，以测量和映射共同感兴趣的现象。我们提出了一个简要概述现有的移动的crowdsensing应用程序，解释其独特的特点，说明各种研究的挑战，并讨论可能的解决方案。最后，我们认为需要一个统一的架构，并设想它必须满足的要求。
An emerging category of devices at the edge of the Internet are consumer-centric mobile sensing and computing devices, such as smartphones, music players, and in-vehicle sensors. These devices will fuel the evolution of the Internet of Things as they feed sensor data to the Internet at a societal scale. In this article, we examine a category of applications that we term mobile crowdsensing, where individuals with sensing and computing devices collectively share data and extract information to measure and map phenomena of common interest. We present a brief overview of existing mobile crowdsensing applications, explain their unique characteristics, illustrate various research challenges, and discuss possible solutions. Finally, we argue the need for a unified architecture and envision the requirements it must satisfy.