Introduction to Non-Invasive EEG-Based Brain-Computer Interfaces for Assistive Technologies

Buch | Softcover

84 Seiten

2023
CRC Press (Verlag)
978-0-367-50222-5 (ISBN)

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This book provides an overview about different applications of brain-computer interfaces (BCIs) based on the authors more than 20 years of research in the field.

This book aims to bring to the reader an overview of different applications of brain-computer interfaces (BCIs) based on more than 20 years of experience working on these interfaces. The author provides a review of the human brain and EEG signals, describing the human brain, anatomically and physiologically, with the objective of showing some of the patterns of EEG (electroencephalogram) signals used to control BCIs. It then introduces BCIs and different applications, such as a BCI based on ERD/ERS Patterns in α rhythms (used to command a robotic wheelchair with an augmentative and alternative communication (AAC) system onboard it); a BCI based on dependent-SSVEP to command the same robotic wheelchair; a BCI based on SSVEP to command a telepresence robot and its onboard AAC system; a BCI based on SSVEP to command an autonomous car; a BCI based on independent-SSVEP (using Depth-of-Field) to command the same robotic wheelchair; the use of compressive technique in SSVEP-based BCI; a BCI based on motor imagery (using different techniques) to command a robotic monocycle and a robotic exoskeleton; and the first steps to build a neurorehabilitation system based on motor imagery of pedalling together an in immersive virtual environment. This book is intended for researchers, professionals and students working on assistive technology.

Teodiano Freire Bastos-Filho received his degree in electrical engineering from the Universidade Federal do Espírito Santo, Vitória, Brazil, in 1987, and his Ph.D. in physical sciences from the Universidad Complutense de Madrid, Madrid, Spain, in 1994. He is with the Department of Electrical Engineering, Universidade Federal do Espírito Santo, Vitória, Brazil, and the Brazilian National Council for Scientific and Technological Development (CNPq). His research interests include signal processing, rehabilitation robotics, and assistive technologies.

Preface. Acknowledgments. Editor. Contributors. Review of the Human Brain and EEG Signals. Brain–Computer Interfaces (BCIs). Applications of BCIs. Future of Non-Invasive BCIs. Index.

Erscheinungsdatum	28.09.2023
Zusatzinfo	3 Tables, black and white; 79 Illustrations, black and white
Verlagsort	London
Sprache	englisch
Maße	156 x 234 mm
Gewicht	220 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Naturwissenschaften ► Biologie ► Humanbiologie
	Naturwissenschaften ► Biologie ► Zoologie
	Recht / Steuern ► Privatrecht / Bürgerliches Recht ► IT-Recht
ISBN-10	0-367-50222-4 / 0367502224
ISBN-13	978-0-367-50222-5 / 9780367502225
Zustand	Neuware