Naslov
Signal Analysis and Numerical Method Roles in Neural Interfaces Development

Autori
Kuzmanić, Ivica ; Vujović, Igor ; Šoda, Joško ; Rogić Vidaković, Maja

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
Engineering Design Applications II

Urednik/ci
Öchsner, A. ; Altenbach, H

Izdavač
Springer

Grad
Cham

Godina
2020

Raspon stranica
215-229

ISBN
978-3-030-20801-1

Ključne riječi
Signal processing and analysis ; BEM/FEM ; BMI ; Wavelets ; Short-time FT ; EMD

Sažetak
Neural interfaces are developing worldwide owing to the wide spectrum of possible applications, ranging from military to entertainment industry. Future human-machine interaction (HMI) and brain-machine interfaces (BMI) are inconceivable without further development in the field. Possible applications can also be found in traffic, i.e. remote supervision and/or control of vehicles/ships. In order to obtain effective BMI, two tasks should be performed: the calculation of the EM field by numerical methods (FEM (Finite Elements Method), BEM (Boundary Elements Method), and hybrid) and signal analysis, which should tell the machine what is required (command understanding). Examples of brain signal analysis using FFT and various WT transforms are presented. The basics of numerical methods for topic application are also covered. EEG data are obtained by experiments on consenting human subjects. Finally, the implications of neural interface development and introduction to traffic applications are considered.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Tehnologija prometa i transport, Biotehnologija u biomedicini (prirodno područje, biomedicina i zdravstvo, biotehničko područje)

Napomena
First Online 27 June 2019. Print ISBN 978-3-030-20800-4 Online ISBN 978-3-030-20801-1

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