TY - GEN
T1 - Comparison about EEG signals processing in BCI applications
AU - Cisotto, Giulia
AU - Pupolin, Silvano
AU - Piccione, Francesco
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/10/22
Y1 - 2014/10/22
N2 - In the context of a Brain Computer Interface platform implemented for the arm rehabilitation of mildly impaired stroke patients, two methods of EEG signals processing are compared in terms of (i) their identification performance rate and (ii) their computational complexity with the overall goal to select the most efficient and feasible real-time procedure. An effective signal processing is, indeed, one of the most critical issue for such kind of technology which aims to establish a real-time communication between the subject's brain and a machine, i.e. a computer, a robotic arm or another device, that should implement his/her intention to move in place of his/her impaired arm.
AB - In the context of a Brain Computer Interface platform implemented for the arm rehabilitation of mildly impaired stroke patients, two methods of EEG signals processing are compared in terms of (i) their identification performance rate and (ii) their computational complexity with the overall goal to select the most efficient and feasible real-time procedure. An effective signal processing is, indeed, one of the most critical issue for such kind of technology which aims to establish a real-time communication between the subject's brain and a machine, i.e. a computer, a robotic arm or another device, that should implement his/her intention to move in place of his/her impaired arm.
KW - BCI
KW - Brain Computer Interface
KW - EEG
KW - signal processing
UR - http://www.scopus.com/inward/record.url?scp=84911924073&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84911924073&partnerID=8YFLogxK
U2 - 10.1109/VITAE.2014.6934412
DO - 10.1109/VITAE.2014.6934412
M3 - Conference contribution
AN - SCOPUS:84911924073
T3 - 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit
BT - 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 4th International Conference on Wireless Communications, Vehicular Technology, Information Theory and Aerospace and Electronic Systems, VITAE 2014 - Co-located with Global Wireless Summit
Y2 - 11 May 2014 through 14 May 2014
ER -