Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems

Recent advances in computer hardware and signal processing have made possible the use of electroencephalogram (EEG) for communication between human brain and computers and this technology is known as brain-computer interface (BCI). Locked-in patients have now a way to communicate with the outside wo...

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Main Authors:	Rashid, Mamunur, Norizam, Sulaiman, Mahfuzah, Mustafa, Sabira, Khatun, Bari, Bifta Sama, Hasan, Md Jahid
Format:	Conference or Workshop Item
Language:	English English
Published:	2019
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/27514/ http://umpir.ump.edu.my/id/eprint/27514/1/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG1.pdf http://umpir.ump.edu.my/id/eprint/27514/2/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG.pdf

id	ump-27514
recordtype	eprints
spelling	ump-275142020-01-17T08:39:00Z http://umpir.ump.edu.my/id/eprint/27514/ Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems Rashid, Mamunur Norizam, Sulaiman Mahfuzah, Mustafa Sabira, Khatun Bari, Bifta Sama Hasan, Md Jahid TK Electrical engineering. Electronics Nuclear engineering Recent advances in computer hardware and signal processing have made possible the use of electroencephalogram (EEG) for communication between human brain and computers and this technology is known as brain-computer interface (BCI). Locked-in patients have now a way to communicate with the outside world using BCI technology. Nowadays, BCIs are getting popularity among the researchers to control devices using brainwaves especially in providing good assistance to disabled people. Impressive development and integration of both hardware and software in BCI have been carried out in the last two decades. However, some open challenges and limitations have also been exposed in the previous researches. In this paper, we have tried to mention some critical issues of EEG based BCI system including EEG modalities, EEG acquisition, signal processing algorithm and performance evaluation. These issues need to be solved to develop error-free BCI system. In addition, possible solutions and future directions have also been discussed. 2019 Conference or Workshop Item NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27514/1/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG1.pdf pdf en http://umpir.ump.edu.my/id/eprint/27514/2/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG.pdf Rashid, Mamunur and Norizam, Sulaiman and Mahfuzah, Mustafa and Sabira, Khatun and Bari, Bifta Sama and Hasan, Md Jahid (2019) Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems. In: 5th International Conference On Electrical, Control And Computer Engineering (INECCE2019), 29-30 July 2019 , Kuantan, Pahang, Malaysia. pp. 1-11.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Rashid, Mamunur Norizam, Sulaiman Mahfuzah, Mustafa Sabira, Khatun Bari, Bifta Sama Hasan, Md Jahid Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
description	Recent advances in computer hardware and signal processing have made possible the use of electroencephalogram (EEG) for communication between human brain and computers and this technology is known as brain-computer interface (BCI). Locked-in patients have now a way to communicate with the outside world using BCI technology. Nowadays, BCIs are getting popularity among the researchers to control devices using brainwaves especially in providing good assistance to disabled people. Impressive development and integration of both hardware and software in BCI have been carried out in the last two decades. However, some open challenges and limitations have also been exposed in the previous researches. In this paper, we have tried to mention some critical issues of EEG based BCI system including EEG modalities, EEG acquisition, signal processing algorithm and performance evaluation. These issues need to be solved to develop error-free BCI system. In addition, possible solutions and future directions have also been discussed.
format	Conference or Workshop Item
author	Rashid, Mamunur Norizam, Sulaiman Mahfuzah, Mustafa Sabira, Khatun Bari, Bifta Sama Hasan, Md Jahid
author_facet	Rashid, Mamunur Norizam, Sulaiman Mahfuzah, Mustafa Sabira, Khatun Bari, Bifta Sama Hasan, Md Jahid
author_sort	Rashid, Mamunur
title	Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
title_short	Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
title_full	Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
title_fullStr	Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
title_full_unstemmed	Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems
title_sort	recent trends and open challenges in eeg based brain-computer interface systems
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/27514/ http://umpir.ump.edu.my/id/eprint/27514/1/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG1.pdf http://umpir.ump.edu.my/id/eprint/27514/2/Recent%20Trends%20and%20Open%20Challenges%20in%20EEG.pdf
first_indexed	2023-09-18T22:43:17Z
last_indexed	2023-09-18T22:43:17Z
_version_	1777417057539719168

Recent Trends and Open Challenges in EEG based Brain-Computer Interface Systems

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