A user-friendly wearable single-channel EOG-based human-computer interface for cursor control
A user-friendly wearable single-channel EOG-based human-computer interface for cursor control
This paper presents a novel wearable single-channel electrooculography (EOG) based human-computer interface (HCI) with a simple system design and robust performance. In the proposed system, EOG signals for control are generated from double eye blinks, collected by a commercial wearable device (the NeuroSky MindWave headset), and then converted into a sequence of commands that can control cursor navigations and actions. The EOG-based cursor control system was tested on 8 subjects in indoor or outdoor environment, and the average accuracy is 84.42% for indoor uses and 71.50% for outdoor uses. Compared with other existing EOG-based HCI systems, this system is highly user-friendly and does not require any training. Therefore, this system has the potential to provide an easy-to-use and cheap assistive technique for locked-in patients who have lost their main body muscular abilities but with proper eye-condition.
565-568
Ang, A. M.S.
ed509ecd-39a3-4887-a709-339fdaded867
Zhang, Z. G.
bd372aa2-9e7d-4dd7-9fae-04a17530cee4
Hung, Y. S.
e15ca65e-ebd8-469d-8792-0e139040ff68
Mak, J. N.F.
a0ff0500-ce6a-4e86-9a67-7f3d4bfa95d8
1 July 2015
Ang, A. M.S.
ed509ecd-39a3-4887-a709-339fdaded867
Zhang, Z. G.
bd372aa2-9e7d-4dd7-9fae-04a17530cee4
Hung, Y. S.
e15ca65e-ebd8-469d-8792-0e139040ff68
Mak, J. N.F.
a0ff0500-ce6a-4e86-9a67-7f3d4bfa95d8
Ang, A. M.S., Zhang, Z. G., Hung, Y. S. and Mak, J. N.F.
(2015)
A user-friendly wearable single-channel EOG-based human-computer interface for cursor control.
In 2015 7th International IEEE/EMBS Conference on Neural Engineering, NER 2015.
vol. 2015-July,
IEEE Computer Society.
.
(doi:10.1109/NER.2015.7146685).
Record type:
Conference or Workshop Item
(Paper)
Abstract
This paper presents a novel wearable single-channel electrooculography (EOG) based human-computer interface (HCI) with a simple system design and robust performance. In the proposed system, EOG signals for control are generated from double eye blinks, collected by a commercial wearable device (the NeuroSky MindWave headset), and then converted into a sequence of commands that can control cursor navigations and actions. The EOG-based cursor control system was tested on 8 subjects in indoor or outdoor environment, and the average accuracy is 84.42% for indoor uses and 71.50% for outdoor uses. Compared with other existing EOG-based HCI systems, this system is highly user-friendly and does not require any training. Therefore, this system has the potential to provide an easy-to-use and cheap assistive technique for locked-in patients who have lost their main body muscular abilities but with proper eye-condition.
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Published date: 1 July 2015
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Publisher Copyright:
© 2015 IEEE.
Venue - Dates:
7th International IEEE/EMBS Conference on Neural Engineering, NER 2015, , Montpellier, France, 2015-04-22 - 2015-04-24
Identifiers
Local EPrints ID: 495244
URI: http://eprints.soton.ac.uk/id/eprint/495244
ISSN: 1948-3546
PURE UUID: 45045efb-152a-42f8-bead-23c167f18fe8
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Date deposited: 04 Nov 2024 17:33
Last modified: 05 Nov 2024 03:05
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Contributors
Author:
A. M.S. Ang
Author:
Z. G. Zhang
Author:
Y. S. Hung
Author:
J. N.F. Mak
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