Control brain machine interface for a power wheelchair
Link to publisher's homepage at http://www.springerlink.com/
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Springer-Verlag
2011
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my.unimap-140372011-10-05T15:52:09Z Control brain machine interface for a power wheelchair Hema, Chengalvarayan Radhakrishnamurthy Murugesa Pandiyan, Paulraj, Assoc. Prof. Dr. paul@unimap.edu.my Brain machine interface (BMI) EEG signal processing Neural networks Link to publisher's homepage at http://www.springerlink.com/ Controlling a power wheelchair using a brain machine interface (BMI) requires sufficient subject training. A neural network based BMI design using motor imagery of four states is used to control the navigation of a power wheelchair. The online experiment results are presented for two indoor navigation protocols. Twotrained subjects participated in the study. Performance of the real-time experiments is assessed based on the targets reached, time taken to reach the targets and on completion of a given navigation protocol. A performance rate of 85.7% is achievable by both subjects for the real-time experiments. 2011-10-05T15:52:08Z 2011-10-05T15:52:08Z 2011-06-20 Working Paper IFMBE Proceedings, vol. 35 (9), 2011, pages 287-291 978-364221728-9 1680-0737 http://www.springerlink.com/content/h443052035k7511n/ http://hdl.handle.net/123456789/14037 en Proceedings of the 5th Kuala Lumpur International Conference on Biomedical Engineering (BIOMED 2011) Springer-Verlag |
| institution |
Universiti Malaysia Perlis |
| building |
UniMAP Library |
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Institutional Repository |
| continent |
Asia |
| country |
Malaysia |
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Universiti Malaysia Perlis |
| content_source |
UniMAP Library Digital Repository |
| url_provider |
http://dspace.unimap.edu.my/ |
| language |
English |
| topic |
Brain machine interface (BMI) EEG signal processing Neural networks |
| spellingShingle |
Brain machine interface (BMI) EEG signal processing Neural networks Hema, Chengalvarayan Radhakrishnamurthy Murugesa Pandiyan, Paulraj, Assoc. Prof. Dr. Control brain machine interface for a power wheelchair |
| description |
Link to publisher's homepage at http://www.springerlink.com/ |
| author2 |
paul@unimap.edu.my |
| author_facet |
paul@unimap.edu.my Hema, Chengalvarayan Radhakrishnamurthy Murugesa Pandiyan, Paulraj, Assoc. Prof. Dr. |
| format |
Working Paper |
| author |
Hema, Chengalvarayan Radhakrishnamurthy Murugesa Pandiyan, Paulraj, Assoc. Prof. Dr. |
| author_sort |
Hema, Chengalvarayan Radhakrishnamurthy |
| title |
Control brain machine interface for a power wheelchair |
| title_short |
Control brain machine interface for a power wheelchair |
| title_full |
Control brain machine interface for a power wheelchair |
| title_fullStr |
Control brain machine interface for a power wheelchair |
| title_full_unstemmed |
Control brain machine interface for a power wheelchair |
| title_sort |
control brain machine interface for a power wheelchair |
| publisher |
Springer-Verlag |
| publishDate |
2011 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/14037 |
| _version_ |
1643790966891479040 |
| score |
13.251569 |