| Presentation | 2006-03-15 Non-gaussinanity detection by Bicoherence and its application to Biological Signals Mitsuaki KANEHIRO, Naohiro TODA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to describe a non-Gaussian time series sufficiently, higher order spectra such as bispectrum have to be included in addition to the power spectrum. Especially, in monitoring of the depth of anesthetizing bispectrum of electroencepharogram (EEG) has been clinically utilized in recent years. In this paper, we propose a new method to estimate the bicoherence using pre-whitening that can suppresses statistical fluctuations in estimates by conventional method. Through some numerical examples, the validity of proposed method is shown. Further, we tried to detect non-Gaussianity of actually measured EEG by the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Non-gaussianity / Higher order spectra / Bispectra / Bicoherence / Pre-whitening |
| Paper # | MBE2005-133 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2006/3/8(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Non-gaussinanity detection by Bicoherence and its application to Biological Signals |
| Sub Title (in English) | |
| Keyword(1) | Non-gaussianity |
| Keyword(2) | Higher order spectra |
| Keyword(3) | Bispectra |
| Keyword(4) | Bicoherence |
| Keyword(5) | Pre-whitening |
| 1st Author's Name | Mitsuaki KANEHIRO |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Aichi Prefectural University() |
| 2nd Author's Name | Naohiro TODA |
| 2nd Author's Affiliation | Graduate School of Information Science and Technology, Aichi Prefectural University |
| Date | 2006-03-15 |
| Paper # | MBE2005-133 |
| Volume (vol) | vol.105 |
| Number (no) | 655 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |