Title
An Ethernet sniffer for On-line acquisition of EEG with the BrainNet36® device applied to a BCI
Date Issued
01 January 2014
Access level
metadata only access
Resource Type
conference proceedings
Author(s)
Federal University of Espirito Santo
Abstract
This paper presents an Ethernet sniffer programmed in ANSI C to export in an on-line way the electroencephalographic (EEG) data acquired with the device BrainNet36®, which is a Brazilian EEG device for clinical and polysomnography purposes. The sniffer proved to be useful for off-line analysis of the EEG and also for on-line applications, as Brain Computer-Interfaces (BCIs). Despite its limitations and packet losses at around 1.7% due to noise, the off-line analysis of the EEG successfully replicated results of the literature regarding the Event-Related (De)Synchronization (ERD/ERS) and Evoked Potentials (EPs) calculated for mental tasks. For on-line applications the sniffer was used to program a single-switch BCI for on-line classification of motor and no motor mental tasks with high success rate. Nowadays, the BrainNet36® device is being used for EEG research at many Brazilian universities, therefore, we hope that this article may encourage on-line applications. Finally, as the sniffer operation is explained here with examples, this text may serve as a reference guide for potential user's. © 2014 IEEE.
Language
English
OCDE Knowledge area
Biotecnología industrial
Otras ingenierías y tecnologías
Subjects
Scopus EID
2-s2.0-84906766062
Source
ISSNIP Biosignals and Biorobotics Conference, BRC
Resource of which it is part
ISSNIP Biosignals and Biorobotics Conference, BRC
ISSN of the container
23267771
ISBN of the container
978-147995689-0
Sources of information:
Directorio de Producción Científica
Scopus