Cargando…
Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion
Motor imagery (MI) is widely used to produce input signals for brain–computer interfaces (BCI) due to the similarities between MI-BCI and the planning–execution cycle. Despite its usefulness, MI tasks can be ambiguous to users and MI produces weaker cortical signals than motor execution. Existing MI...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003913/ https://www.ncbi.nlm.nih.gov/pubmed/33801070 http://dx.doi.org/10.3390/s21062197 |
_version_ | 1783671801393446912 |
---|---|
author | Jeong, Hojun Kim, Jonghyun |
author_facet | Jeong, Hojun Kim, Jonghyun |
author_sort | Jeong, Hojun |
collection | PubMed |
description | Motor imagery (MI) is widely used to produce input signals for brain–computer interfaces (BCI) due to the similarities between MI-BCI and the planning–execution cycle. Despite its usefulness, MI tasks can be ambiguous to users and MI produces weaker cortical signals than motor execution. Existing MI guidance systems, which have been reported to provide visual guidance for MI and enhance MI, still have limitations: insufficient immersion for MI or poor expandability to MI for another body parts. We propose a guidance system for MI enhancement that can immerse users in MI and will be easy to extend to other body parts and target motions with few physical constraints. To make easily extendable MI guidance system, the virtual hand illusion is applied to the MI guidance system with a motion tracking sensor. MI enhancement was evaluated in 11 healthy people by comparison with another guidance system and conventional motor commands for BCI. The results showed that the proposed MI guidance system produced an amplified cortical signal compared to pure MI (p < 0.017), and a similar cortical signal as those produced by both actual execution (p > 0.534) and an MI guidance system with the rubber hand illusion (p > 0.722) in the contralateral region. Therefore, we believe that the proposed MI guidance system with the virtual hand illusion is a viable alternative to existing MI guidance systems in various applications with MI-BCI. |
format | Online Article Text |
id | pubmed-8003913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-80039132021-03-28 Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion Jeong, Hojun Kim, Jonghyun Sensors (Basel) Article Motor imagery (MI) is widely used to produce input signals for brain–computer interfaces (BCI) due to the similarities between MI-BCI and the planning–execution cycle. Despite its usefulness, MI tasks can be ambiguous to users and MI produces weaker cortical signals than motor execution. Existing MI guidance systems, which have been reported to provide visual guidance for MI and enhance MI, still have limitations: insufficient immersion for MI or poor expandability to MI for another body parts. We propose a guidance system for MI enhancement that can immerse users in MI and will be easy to extend to other body parts and target motions with few physical constraints. To make easily extendable MI guidance system, the virtual hand illusion is applied to the MI guidance system with a motion tracking sensor. MI enhancement was evaluated in 11 healthy people by comparison with another guidance system and conventional motor commands for BCI. The results showed that the proposed MI guidance system produced an amplified cortical signal compared to pure MI (p < 0.017), and a similar cortical signal as those produced by both actual execution (p > 0.534) and an MI guidance system with the rubber hand illusion (p > 0.722) in the contralateral region. Therefore, we believe that the proposed MI guidance system with the virtual hand illusion is a viable alternative to existing MI guidance systems in various applications with MI-BCI. MDPI 2021-03-21 /pmc/articles/PMC8003913/ /pubmed/33801070 http://dx.doi.org/10.3390/s21062197 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jeong, Hojun Kim, Jonghyun Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title | Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title_full | Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title_fullStr | Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title_full_unstemmed | Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title_short | Development of a Guidance System for Motor Imagery Enhancement Using the Virtual Hand Illusion |
title_sort | development of a guidance system for motor imagery enhancement using the virtual hand illusion |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8003913/ https://www.ncbi.nlm.nih.gov/pubmed/33801070 http://dx.doi.org/10.3390/s21062197 |
work_keys_str_mv | AT jeonghojun developmentofaguidancesystemformotorimageryenhancementusingthevirtualhandillusion AT kimjonghyun developmentofaguidancesystemformotorimageryenhancementusingthevirtualhandillusion |