空气质量数据采集与处理平台

D. Rizea, A. Olteanu, D. Tudose
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引用次数: 8

摘要

大气污染的程度正在增加,导致越来越多的人受到呼吸健康问题的影响。然而,人们越来越意识到监测环境的必要性。我们提出了一个利用可穿戴传感器设备和移动设备在中央实时数据处理系统上收集大量空气质量数据的平台,该系统可以处理所有这些信息,汇总并以相关方式传播回用户。我们设计和开发可穿戴传感器设备,能够测量二氧化碳,一氧化氮和颗粒物。我们设计并开发了一个移动应用程序,该应用程序以一种节能的方式从传感器设备中提取数据,并通过我们的自适应查询算法进行描述,并将其推送到中央处理系统中。提出了一种无线传感器网络实时处理平台,该平台满足了无线传感器网络中央处理系统所需的可扩展性、容错性和实时性等特点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Air quality data collection and processing platform
The degree of pollution in the atmosphere is increasing, leading to more and more people being affected by breathing health issues. However, people are increasingly aware of the need to monitor their environment. We propose a platform that leverages a Wearable Sensor Device and Mobile Devices to collect large amounts of air quality data on a central Real-Time Data Processing System that can process all this information, aggregate it and disseminate it back to the users in relevant way. We design and develop Wearable Sensor Devices that are capable of measuring CO2, NO and particulate matter. We design and develop a Mobile Application that pulls data from the sensor device in an energy friendly way, described by our Adaptive Query Algorithm, and pushes it in the central processing system. We present a real-time processing platform for Wireless Sensor Networks that satisfies the characteristics of scalability, fault tolerance and real-time processing needed to serve as our central processing system.
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