Biosignals Monitoring of First Responders for Cognitive Load Estimation in Real-Time Operation
Autores: Álvaro Gutiérrez Patricia Blanco Verónica Ruiz Christos Chatzigeorgiou Marta Álvarez Sara Navarro Michalis Feidakis Gemma Izquierdo Blanca Larraga Panagiotis Kasnesis
Fecha: 01.07.2023
Applied Sciences (Switzerland)
Abstract
Featured Application: The framework presented in this paper allows real-time monitoring of first responders’ vital signs in emergency and disaster operations. Moreover, it will allow inference of first responders’ cognitive load in real time, with the aim of adapting the information provided according to his/her assimilation capabilities under stressful situations. During the last decade, new technological tools have emerged to provide first responders with augmented senses in emergency and disaster situations. Some of these tools focus on providing extra information about their surroundings. However, despite augmenting first responders’ capabilities, the quantity and the way that this information is presented can affect their cognitive load. This manuscript presents an integrated framework that allows real-time biosignals monitoring to analyze physical constants and correlate them with subjective cognitive load tests. Biosignals monitoring allows alarms to be raised related to the physical status while cognitive load values will allow modulation of the amount of information that can be assimilated by the first responder in operation. In-lab and practice experimental tests have been conducted to create a fully functional framework. During the technical validation, a strong dispersion of subjective cognitive load by means of NASA-TLX questionnaires has been found between participants. Nonetheless, the developed framework allows extraction of relationships between biosignals and cognitive load, with special attention to the respiration rate and eye movements.
BIB_text
title = {Biosignals Monitoring of First Responders for Cognitive Load Estimation in Real-Time Operation},
journal = {Applied Sciences (Switzerland)},
pages = {7368},
volume = {13},
keywds = {
biosignals; cognitive load; first responders; real-time operation
}
abstract = {
Featured Application: The framework presented in this paper allows real-time monitoring of first responders’ vital signs in emergency and disaster operations. Moreover, it will allow inference of first responders’ cognitive load in real time, with the aim of adapting the information provided according to his/her assimilation capabilities under stressful situations. During the last decade, new technological tools have emerged to provide first responders with augmented senses in emergency and disaster situations. Some of these tools focus on providing extra information about their surroundings. However, despite augmenting first responders’ capabilities, the quantity and the way that this information is presented can affect their cognitive load. This manuscript presents an integrated framework that allows real-time biosignals monitoring to analyze physical constants and correlate them with subjective cognitive load tests. Biosignals monitoring allows alarms to be raised related to the physical status while cognitive load values will allow modulation of the amount of information that can be assimilated by the first responder in operation. In-lab and practice experimental tests have been conducted to create a fully functional framework. During the technical validation, a strong dispersion of subjective cognitive load by means of NASA-TLX questionnaires has been found between participants. Nonetheless, the developed framework allows extraction of relationships between biosignals and cognitive load, with special attention to the respiration rate and eye movements.
}
doi = {10.3390/app13137368},
date = {2023-07-01},
}
