| Presentation | 1998/12/10 Simplification of Neural Network Equalizer Using Genetic Algorithm Hisashi Osawa, Tatsuro Kawamoto, Yoshihiro Okamoto, Hidetoshi Saito, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A searching method using genetic algorithm is studied for simplification of neural network equalizer. First. a model of read/write channel with partial erasure and a searching method using genetic algorithm are described. Then, the relationship between the required SNR to achieve a bit error rate of 10^<-4> and the reduction parameter for the 16/17(0.6/6)coded EPR4ML system equalized by a simplified neural network is obtained by computer simulation and is compared with that of the conventional neural network equalizer. The results show that the performance of simplified neural network equalizer is equal to that of conventional neural network equalizer. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | digital magnetic recording / neural network / genetic algorithm / partial erasure / PRML |
| Paper # | MR98-37 |
| Date of Issue |
| Conference Information | |
| Committee | MR |
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| Conference Date | 1998/12/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Magnetic Recording (MR) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Simplification of Neural Network Equalizer Using Genetic Algorithm |
| Sub Title (in English) | |
| Keyword(1) | digital magnetic recording |
| Keyword(2) | neural network |
| Keyword(3) | genetic algorithm |
| Keyword(4) | partial erasure |
| Keyword(5) | PRML |
| 1st Author's Name | Hisashi Osawa |
| 1st Author's Affiliation | Faculty of Engineering, Ehime University() |
| 2nd Author's Name | Tatsuro Kawamoto |
| 2nd Author's Affiliation | Faculty of Engineering, Ehime University |
| 3rd Author's Name | Yoshihiro Okamoto |
| 3rd Author's Affiliation | Faculty of Engineering, Ehime University |
| 4th Author's Name | Hidetoshi Saito |
| 4th Author's Affiliation | Faculty of Engineering, Ehime University |
| Date | 1998/12/10 |
| Paper # | MR98-37 |
| Volume (vol) | vol.98 |
| Number (no) | 454 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |