@inbook{3ddc0c5233c94910b1d239bcb4490e54,
title = "Comparison of Different Brain–Computer Interfaces to Assess Motor Imagery Using a Lower-Limb Exoskeleton",
abstract = "The combination of a lower-limb exoskeleton with brain computer interfaces (BCI) can assist patients with motor impairment to walk again. In addition, it can promote the neural plasticity of the affected brain region. The present paper shows a research performed on seven able-bodied subjects that walked with an assistive exoskeleton controlled by external commands. The main objective was to identify in which frequency band the differences between periods of motor imagery and rest were more evident. The comparison was done with different classifiers and the results reveal that for the majority of them, the frequency band of 14–19 Hz provided the highest accuracy.",
author = "L. Ferrero and V. Quiles and M. Ortiz and E. I{\'a}{\~n}ez and A. Navarro-Arcas and Flores-Yepes, {J. A.} and Contreras-Vidal, {J. L.} and Azor{\'i}n, {J. M.}",
note = "Funding Information: Acknowledgements This research was funded by the Spanish Ministry of Science, Innovation and Universities through grant CAS18/00048 {\textquoteleft}Jos{\'e} Castillejo{\textquoteright}; by the Spanish Ministry of Science, Innovation and Universities, the Spanish State Agency of Research, and the European Union through the European Regional Development Fund in the framework of the project Walk—Controlling lower-limb exoskeletons by means of brain-machine interfaces to assist people with walking disabilities (RTI2018-096677-B-I00); and by the Conseller{\'i}a de Innovaci{\'o}n, Universidades, Ciencia y Sociedad Digital (Generalitat Valenciana) and the European Social Fund in the framework of the project {\textquoteleft}Desarrollo de nuevas interfaces cerebro-m{\'a}quina para la rehabilitaci{\'o}n de miembro inferior{\textquoteright} (GV/2019/009). Funding Information: This research was funded by the Spanish Ministry of Science, Innovation and Universities through grant CAS18/00048 ?Jos? Castillejo?; by the Spanish Ministry of Science, Innovation and Universities, the Spanish State Agency of Research, and the European Union through the European Regional Development Fund in the framework of the project Walk?Controlling lower-limb exoskeletons by means of brain-machine interfaces to assist people with walking disabilities (RTI2018-096677-B-I00); and by the Conseller?a de Innovaci?n, Universidades, Ciencia y Sociedad Digital (Generalitat Valenciana) and the European Social Fund in the framework of the project ?Desarrollo de nuevas interfaces cerebro-m?quina para la rehabilitaci?n de miembro inferior? (GV/2019/009). Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.",
year = "2022",
doi = "10.1007/978-3-030-70316-5_9",
language = "English (US)",
series = "Biosystems and Biorobotics",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "53--58",
booktitle = "Biosystems and Biorobotics",
address = "Germany",
}