| Presentation | 2005-10-20 A Learning Algorithm Reducing Signal Distortion for Frequency Domain Feedforward Blind Source Separation Yasuhiro DEJIMA, Akihide HORITA, Kenji NAKAYAMA, Akihiro HIRANO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the blind source separation (BSS), a separation block is trained so as to make its output signals to be statistically independent. Since the frequency domain BSS has some degree of freedom, the wave form and frequency response of the separated signals may be changed from the originals, resulting in signal distortion. In this paper, a learning algorithm, suppressing the signal distortion, for the feedforward BSS, implemented in the frequency domain, is proposed. A condition on both complete separation and signal distortion free has been proposed. This condition is included in the learning process as constraint. Usefulness of the proposed learning algorithm is analyzed by using several kinds of the signal sources. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Blind source separation / Frequency domain / Signal distortion / Feedforward / Learning |
| Paper # | SIP2005-102,ICD2005-121,IE2005-66 |
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| Conference Information | |
| Committee | ICD |
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| Conference Date | 2005/10/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Integrated Circuits and Devices (ICD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Learning Algorithm Reducing Signal Distortion for Frequency Domain Feedforward Blind Source Separation |
| Sub Title (in English) | |
| Keyword(1) | Blind source separation |
| Keyword(2) | Frequency domain |
| Keyword(3) | Signal distortion |
| Keyword(4) | Feedforward |
| Keyword(5) | Learning |
| 1st Author's Name | Yasuhiro DEJIMA |
| 1st Author's Affiliation | Graduate School of Natural Science and Technology, Kanazawa Univ.() |
| 2nd Author's Name | Akihide HORITA |
| 2nd Author's Affiliation | Graduate School of Natural Science and Technology, Kanazawa Univ. |
| 3rd Author's Name | Kenji NAKAYAMA |
| 3rd Author's Affiliation | Graduate School of Natural Science and Technology, Kanazawa Univ. |
| 4th Author's Name | Akihiro HIRANO |
| 4th Author's Affiliation | Graduate School of Natural Science and Technology, Kanazawa Univ. |
| Date | 2005-10-20 |
| Paper # | SIP2005-102,ICD2005-121,IE2005-66 |
| Volume (vol) | vol.105 |
| Number (no) | 351 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |