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Design of a low cost EEG sensor for the measurement of stress-related brain activity during driving

Affanni A.
•
Najafi T. A.
•
Guerci S.
2021
  • conference object

Abstract
In this paper we present the design, development, characterization and testing of a six channels EEG wearable sensor for the measurement of stress-related brain activity during driving. The sensor is battery operated and transmits data to a laptop using WiFi. The metrological characterization showed non-linearity in the order of 0.8%, the resolution is 50 nV using oversampling technique and the bandwidth is in the range [0.8, 45] Hz. The sensor has been tested on a driving simulator where the aim was comparing manual driving with a smooth ADAS algorithm and with an aggressive ADAS algorithm. The results show that the measured power of beta waves (related to stress) is much higher in aggressive ADAS with respect to smooth ADAS and manual driving.
DOI
10.1109/MetroAutomotive50197.2021.9502859
Archivio
http://hdl.handle.net/11390/1211830
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85114962679
https://ricerca.unityfvg.it/handle/11390/1211830
Diritti
metadata only access
Soggetti
  • Driver stress measure...

  • Driving simulator

  • EEG sensors

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