Master's Thesis
Electrodermal Activity Sensor (EDA) with Adaptive Gain Control
2019
—Key information
Authors:
Supervisors:
Published in
11/26/2019
Abstract
Electrodermal activity (EDA) is one of the physiological signals that can be measured unintrusively and associated with the sympathetic nervous system, which regulates the fight or flight response in humans. Although not a substitute for other biomedical signals, it has been successfully used, for example, in the study of psychophysiological conditions such as autism, epilepsy or burnout syndrome. However, there are still some hardware limitations, such as sensitivity to artefacts, variability by effect of environmental variables and recording locations, among others. This paper aims to solve some of the problems with EDA measurements by developing a new circuit with adaptive gain control, allowing to be sensitive according to the intra-variability found in a population, while keeping the overall cost low. It also studies electrodes composed of unconventional materials such as MEDTEX P130, GMLC material, or the possibility of using PLA composite electrodes produced by desktop 3D printing, as well as alternative locations to record EDA signal such as the forehead. The proposed circuit showed comparable results to that obtained with a reference device, obtaining a correlation coefficient of 0.967, and showed improved performance in cases where the comparable sensor would saturate. The proposed circuit also includes a new frontend designed to separate the two components, tonic and phasic, that compose the EDA signal. Results from unconventional electrode materials show that the MEDTEX P130 has comparable performance to that of reference material, with a correlation coefficient of 0.789, while tests performed on the forehead were not conclusive.
Publication details
Authors in the community:
António Francisco Rodrigues Banganho
ist190998
Supervisors of this institution:
Hugo Humberto Plácido da Silva
ist46129
Marcelino Bicho dos Santos
ist13261
Fields of Science and Technology (FOS)
electrical-engineering-electronic-engineering-information-engineering - Electrical engineering, electronic engineering, information engineering
Publication language (ISO code)
eng - English
Rights type:
Embargo lifted
Date available:
09/09/2020
Institution name
Instituto Superior Técnico