| Presentation | 2003/1/15 Blind RBF Equalizer Using Cluster Map Kazuteru WATANABE, Hai LIN, Katsumi YAMASHITA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this paper is to propose a novel cluster map based blind RBF equalizer for received signal constellation (RSC) independent channel. Without channel estimator, firstly, neural-gas algorithm is used to obtain the desired number of unlabeled RBF centers. Then these unlabeled centers are partitoined into appropriate subsets based on a cluster map generated from the known RBF equalizer structure. This process, which also can be viewed as the weight initialization, is implemented merely by several simple sorting operations. Finally, the weight is adjusted iteratively by a unsupervised least mean square (LMS) algorithm. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | RSC channel / RBF equalizer / blind / neural-gas algorithm / cluster map |
| Paper # | CAS2002-108 |
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| Conference Information | |
| Committee | CAS |
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| Conference Date | 2003/1/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Blind RBF Equalizer Using Cluster Map |
| Sub Title (in English) | |
| Keyword(1) | RSC channel |
| Keyword(2) | RBF equalizer |
| Keyword(3) | blind |
| Keyword(4) | neural-gas algorithm |
| Keyword(5) | cluster map |
| 1st Author's Name | Kazuteru WATANABE |
| 1st Author's Affiliation | Dept.of Electrical Electronic Systems,Osaka Prefecture University() |
| 2nd Author's Name | Hai LIN |
| 2nd Author's Affiliation | Dept.of Electrical Electronic Systems,Osaka Prefecture University |
| 3rd Author's Name | Katsumi YAMASHITA |
| 3rd Author's Affiliation | Dept.of Electrical Electronic Systems,Osaka Prefecture University |
| Date | 2003/1/15 |
| Paper # | CAS2002-108 |
| Volume (vol) | vol.102 |
| Number (no) | 572 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |