MPSDataStore:用于移动参与式传感的传感器数据存储系统

MCC '13 Pub Date : 2013-08-16 DOI:10.1145/2491266.2513576
J. Niwa, Kazuya Okada, T. Okuda, S. Yamaguchi
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引用次数: 7

摘要

3G和Wi-Fi等无线技术的发展,以及配备传感器的移动设备的快速增长,使移动参与式传感(MPS)的实际应用成为可能。通过使用移动设备收集和利用传感器数据,可以降低服务的部署成本。在MPS的背景下,建立一种存储和定位数百万移动设备收集的传感器数据的方法是很重要的。本文提出了一种大型MPS平台传感器数据存储系统的开发方案。通过将传感器信息存储在移动设备的存储器中,可以实现存储成本的分配。提出的跟踪传感器数据采集位置的方法可以降低管理成本。此外,还介绍了一种缓存机制,该机制可以最大限度地减少由于重叠查询而导致的移动设备传感器数据的重复传输。通过为期两天的仿真,该方法可将采集点的管理成本降低80%。此外,该缓存方法可以减少移动设备上重复传感器数据的传输。
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MPSDataStore: a sensor data repository system for mobile participatory sensing
The development of wireless technologies, such as 3G and Wi-Fi, and the rapid growth of mobile devices equipped with sensors have enabled the practical use of Mobile Participatory Sensing (MPS). By gathering and utilizing sensor data using mobile devices, the deployment cost of services can be reduced. In the context of MPS, it is important to establish a method of storing and locating sensor data collected by millions of mobile devices. In this paper, the development of a sensor data repository system for a large-scale MPS platform is proposed. By storing sensor information in the mobile device's storage, the storage cost can be distributed. The proposed method of tracking the acquisition locations of sensor data can reduce management costs. In addition, a cache mechanism that can minimize duplicate transmissions of sensor data from mobile devices due to overlapping queries is introduced. Based on a two-day simulation, the proposed method can reduce the management cost of the acquisition locations by 80%. Furthermore, the cache method can reduce the transmission of duplicated sensor data on mobile devices.
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