2026-05-29T22:27:34Zhttps://riuma.uma.es/rest/oai/requestoai:riuma.uma.es:10630/271362026-02-03T11:21:28Zcom_10630_2254col_10630_37953
RIUMA. Repositorio Institucional de la Universidad de Málaga
author
Fernández-Rodríguez, Álvaro
author
Ron-Angevin, Ricardo
author
Velasco-Álvarez, Francisco Javier
author
Diaz-Pineda, Jaime
author
Letouzé, Théodore
author
André, Jean-Marc
2023-06-30T09:01:15Z
2023-06-30T09:01:15Z
2023-05-31
Fernández-Rodríguez Á, Ron-Angevin R, Velasco-Álvarez F, Diaz-Pineda J, Letouzé T, André J-M. Evaluation of Single-Trial Classification to Control a Visual ERP-BCI under a Situation Awareness Scenario. Brain Sciences. 2023; 13(6):886. https://doi.org/10.3390/brainsci13060886
https://hdl.handle.net/10630/27136
10.3390/brainsci13060886
An event-related potential (ERP)-based brain–computer interface (BCI) can be used to monitor a user’s cognitive state during a surveillance task in a situational awareness context. The present study explores the use of an ERP-BCI for detecting new planes in an air traffic controller (ATC). Two experiments were conducted to evaluate the impact of different visual factors on target detection. Experiment 1 validated the type of stimulus used and the effect of not knowing its appearance location in an ERP-BCI scenario. Experiment 2 evaluated the effect of the size of the target stimulus appearance area and the stimulus salience in an ATC scenario. The main results demonstrate that the size of the plane appearance area had a negative impact on the detection performance and on the amplitude of the P300 component. Future studies should address this issue to improve the performance of an ATC in stimulus detection using an ERP-BCI.
eng
Atribución 4.0 Internacional
Electroencefalografía
Tráfico aéreo - Control
Redes neuronales (Informática)
Evaluation of Single-Trial Classification to Control a Visual ERP-BCI under a Situation Awareness Scenario.
journal article
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URL
https://riuma.uma.es/bitstreams/3f2df94f-b632-4fa5-9f10-5a8fd1d93feb/download
File
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application/pdf
brainsci-13-00886.pdf