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...
| Main Authors: | , , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
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2019
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| 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 |
| _version_ | 1848822817013891072 |
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| 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 |
| building | UMP Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T02:47:16Z |
| format | Conference or Workshop Item |
| id | ump-27514 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T02:47:16Z |
| publishDate | 2019 |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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) (Unpublished) |
| 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 |
| title | 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_short | 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 |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| 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 |