| Presentation | 2014-11-17 Application of partial parallel interference cancellation to sparse signal recovery Koujin TAKEDA, Toshiyuki TANAKA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We apply partial parallel interference cancellation scheme in CDMA demodulation to sparse signal recovery in compressed sensing, and discuss how to construct recovery algorithm with better convergence and smaller computational cost. We show the result of numerical experiment, and argue its performance and the points to improve. We also see the relationship with belief-propagation based algorithm, termed approximate message passing. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | compressed sensing / sparse signal / CDMA demodulation / partial parallel interference cancellation (PPIC) / approximate message passing (AMP) |
| Paper # | IBISML2014-35 |
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| Conference Information | |
| Committee | IBISML |
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| Conference Date | 2014/11/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Information-Based Induction Sciences and Machine Learning (IBISML) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of partial parallel interference cancellation to sparse signal recovery |
| Sub Title (in English) | |
| Keyword(1) | compressed sensing |
| Keyword(2) | sparse signal |
| Keyword(3) | CDMA demodulation |
| Keyword(4) | partial parallel interference cancellation (PPIC) |
| Keyword(5) | approximate message passing (AMP) |
| 1st Author's Name | Koujin TAKEDA |
| 1st Author's Affiliation | Department of Intelligent Systems Engineering, Ibaraki University() |
| 2nd Author's Name | Toshiyuki TANAKA |
| 2nd Author's Affiliation | Department of Systems Science, Graduate School of Informatics, Kyoto University |
| Date | 2014-11-17 |
| Paper # | IBISML2014-35 |
| Volume (vol) | vol.114 |
| Number (no) | 306 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |