Investigation of bispectral index filtering and improvement using wavelet transform adaptive filter
Paper
Paper/Presentation Title | Investigation of bispectral index filtering and improvement using wavelet transform adaptive filter |
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Presentation Type | Paper |
Authors | Palendeng, Mario Elvis (Author), Wen, Peng (Author) and Goh, Steven (Author) |
Editors | Kuo, Way, Tsui, Lap Chee and Sung, Jao Yiu |
Journal or Proceedings Title | Proceedings of the 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) |
Number of Pages | 5 |
Year | 2010 |
Place of Publication | Piscataway, NJ. United States |
ISBN | 9781612841540 |
9781612841533 | |
Digital Object Identifier (DOI) | https://doi.org/10.1109/NANOMED.2010.5749796 |
Web Address (URL) of Paper | http://www.ieee-nanomed.org/2010/ |
Conference/Event | 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) |
Event Details | 4th IEEE International Conference on Nano/Molecular Medicine and Engineering (NANOMED 2010) Event Date 05 to end of 09 Dec 2010 Event Location Hong Kong, China |
Abstract | Electroencephalogram (EEG) signals are often contaminated with artifacts such as electromyography (EMG), eye blink and eye ball movement. These contaminated EEG signals may give incorrect values of Bispectral Index. If fixed band-pass filter is used to filter the overlapping signals between the EEG and the artifacts, the useful information in EEG signal could be lost. This paper proposes a method to filter the EEG signals using wavelet adaptive techniques. The preliminary result shows that this technique is capable to remove the artifacts from the EEG signal more efficiently. |
Keywords | EEG; bispectral index; wavelet transform; adaptive filter |
ANZSRC Field of Research 2020 | 400607. Signal processing |
400303. Biomechanical engineering | |
321204. Vision science | |
Public Notes | © 2010 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Byline Affiliations | Department of Electrical, Electronic and Computer Engineering |
Department of Mechanical and Mechatronic Engineering | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q0725/investigation-of-bispectral-index-filtering-and-improvement-using-wavelet-transform-adaptive-filter
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