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Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals

This paper presented the assessment of cognitive load (as an effective real-time index of task difficulty) and the level of brain activation during an experiment in which eight visually impaired subjects performed two types of tasks while using the white cane and the Sound of Vision assistive device...

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Autores principales: Lupu, Robert-Gabriel, Mitruț, Oana, Stan, Andrei, Ungureanu, Florina, Kalimeri, Kyriaki, Moldoveanu, Alin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602506/
https://www.ncbi.nlm.nih.gov/pubmed/33076251
http://dx.doi.org/10.3390/s20205821
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author Lupu, Robert-Gabriel
Mitruț, Oana
Stan, Andrei
Ungureanu, Florina
Kalimeri, Kyriaki
Moldoveanu, Alin
author_facet Lupu, Robert-Gabriel
Mitruț, Oana
Stan, Andrei
Ungureanu, Florina
Kalimeri, Kyriaki
Moldoveanu, Alin
author_sort Lupu, Robert-Gabriel
collection PubMed
description This paper presented the assessment of cognitive load (as an effective real-time index of task difficulty) and the level of brain activation during an experiment in which eight visually impaired subjects performed two types of tasks while using the white cane and the Sound of Vision assistive device with three types of sensory input—audio, haptic, and multimodal (audio and haptic simultaneously). The first task was to identify object properties and the second to navigate and avoid obstacles in both the virtual environment and real-world settings. The results showed that the haptic stimuli were less intuitive than the audio ones and that the navigation with the Sound of Vision device increased cognitive load and working memory. Visual cortex asymmetry was lower in the case of multimodal stimulation than in the case of separate stimulation (audio or haptic). There was no correlation between visual cortical activity and the number of collisions during navigation, regardless of the type of navigation or sensory input. The visual cortex was activated when using the device, but only for the late-blind users. For all the subjects, the navigation with the Sound of Vision device induced a low negative valence, in contrast with the white cane navigation.
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spelling pubmed-76025062020-11-01 Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals Lupu, Robert-Gabriel Mitruț, Oana Stan, Andrei Ungureanu, Florina Kalimeri, Kyriaki Moldoveanu, Alin Sensors (Basel) Article This paper presented the assessment of cognitive load (as an effective real-time index of task difficulty) and the level of brain activation during an experiment in which eight visually impaired subjects performed two types of tasks while using the white cane and the Sound of Vision assistive device with three types of sensory input—audio, haptic, and multimodal (audio and haptic simultaneously). The first task was to identify object properties and the second to navigate and avoid obstacles in both the virtual environment and real-world settings. The results showed that the haptic stimuli were less intuitive than the audio ones and that the navigation with the Sound of Vision device increased cognitive load and working memory. Visual cortex asymmetry was lower in the case of multimodal stimulation than in the case of separate stimulation (audio or haptic). There was no correlation between visual cortical activity and the number of collisions during navigation, regardless of the type of navigation or sensory input. The visual cortex was activated when using the device, but only for the late-blind users. For all the subjects, the navigation with the Sound of Vision device induced a low negative valence, in contrast with the white cane navigation. MDPI 2020-10-15 /pmc/articles/PMC7602506/ /pubmed/33076251 http://dx.doi.org/10.3390/s20205821 Text en © 2020 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
Lupu, Robert-Gabriel
Mitruț, Oana
Stan, Andrei
Ungureanu, Florina
Kalimeri, Kyriaki
Moldoveanu, Alin
Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title_full Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title_fullStr Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title_full_unstemmed Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title_short Cognitive and Affective Assessment of Navigation and Mobility Tasks for the Visually Impaired via Electroencephalography and Behavioral Signals
title_sort cognitive and affective assessment of navigation and mobility tasks for the visually impaired via electroencephalography and behavioral signals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7602506/
https://www.ncbi.nlm.nih.gov/pubmed/33076251
http://dx.doi.org/10.3390/s20205821
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