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Electronic Nose with Digital Gas Sensors Connected via Bluetooth to a Smartphone for Air Quality Measurements

机译:带数字气体传感器的电子鼻通过蓝牙连接到智能手机以进行空气质量测量

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摘要

This paper introduces a miniaturized personal electronic nose (39 mm × 33 mm), which is managed through an app developed on a smartphone. The electronic nose (e-nose) incorporates four new generation digital gas sensors. These MOx-type sensors incorporate a microcontroller in the same package, being also smaller than the previous generation. This makes it easier to integrate them into the electronics and improves their performance. In this research, the application of the device is focused on the detection of atmospheric pollutants in order to complement the information provided by the reference stations. To validate the system, it has been tested with different concentrations of NOx including some tests specifically developed to study the behavior of the device in different humidity conditions. Finally, a mobile application has been developed to provide classification services. In this regard, a neural network has been developed, trained, and integrated into a smartphone to process the information retrieved from e-nose devices.
机译:本文介绍了一种小型化的个人电子鼻(39毫米×33毫米),可通过在智能手机上开发的应用程序进行管理。电子鼻(电子鼻)集成了四个新一代数字气体传感器。这些MOx型传感器在同一封装中包含一个微控制器,也比上一代产品小。这样可以更轻松地将它们集成到电子设备中,并提高其性能。在这项研究中,该设备的应用集中于大气污染物的检测,以补充参考站提供的信息。为了验证该系统,已使用不同浓度的NOx进行了测试,包括专门开发的一些测试,以研究设备在不同湿度条件下的行为。最后,已经开发了一种移动应用程序来提供分类服务。在这方面,已经开发,训练了神经网络并将其集成到智能手机中,以处理从电子鼻装置中检索到的信息。

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