Login / Signup

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

Patricia ArroyoFélix MeléndezJosé Ignacio SuárezJosé Luis HerreroSergio RodríguezJesús Lozano
Published in: Sensors (Basel, Switzerland) (2020)
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.
Keyphrases
  • neural network
  • low cost
  • primary care
  • healthcare
  • machine learning
  • room temperature
  • deep learning
  • mental health
  • health information
  • particulate matter
  • carbon dioxide
  • body composition
  • high intensity
  • air pollution