Publications / 2020

Integrating Biosignals Measurement in Virtual Reality Environments for Anxiety Detection

Livia Petrescu, Cătălin Petrescu, Oana Mitruț, Gabriela Moise, Alin Dragos Bogdan Moldoveanu, Florica Moldoveanu, Marius Leordeanu

Sensors, 2020

Abstract

This paper proposes a protocol for the acquisition and processing of biophysical signals in virtual reality applications, particularly in phobia therapy experiments. This protocol aims to ensure that the measurement and processing phases are performed effectively, to obtain clean data that can be used to estimate the users’ anxiety levels. The protocol has been designed after analyzing the experimental data of seven subjects who have been exposed to heights in a virtual reality environment. The subjects’ level of anxiety has been estimated based on the real-time evaluation of a nonlinear function that has as parameters various features extracted from the biophysical signals. The highest classification accuracy was obtained using a combination of seven heart rate and electrodermal activity features in the time domain and frequency domain.

Cite

@article{petrescu2020integrating,
  title = {Integrating Biosignals Measurement in Virtual Reality Environments for Anxiety Detection},
  author = {Livia Petrescu and Cătălin Petrescu and Oana Mitruț and Gabriela Moise and Alin Dragos Bogdan Moldoveanu and Florica Moldoveanu and Marius Leordeanu},
  year = {2020},
  journal = {Sensors},
}