| Presentation | 2011-05-12 Multi-Kernel NLMS Algorithm with Coherence Criterion and Its Application to Online Prediction of Time Series Data Masahiro YUKAWA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a nonlinear adaptive filtering algorithm using multiple kernels. The proposed algorithm is a generalization of the kernel normalized least mean square (KNLMS) algorithm (Richard et al., 2009). The algorithm utilizes a coherence criterion for dictionary selection. Numerical examples show the advantages of the proposed algorithm in online prediction of nonstationary time series data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | kernel adaptive filtering / multiple kernel / reproducing kernel Hilbert space |
| Paper # | EA2011-14,SIP2011-14,SP2011-14 |
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| Conference Information | |
| Committee | EA |
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| Conference Date | 2011/5/5(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Engineering Acoustics (EA) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multi-Kernel NLMS Algorithm with Coherence Criterion and Its Application to Online Prediction of Time Series Data |
| Sub Title (in English) | |
| Keyword(1) | kernel adaptive filtering |
| Keyword(2) | multiple kernel |
| Keyword(3) | reproducing kernel Hilbert space |
| 1st Author's Name | Masahiro YUKAWA |
| 1st Author's Affiliation | Dept. Electrical and Electronic Engineering, Niigata University() |
| Date | 2011-05-12 |
| Paper # | EA2011-14,SIP2011-14,SP2011-14 |
| Volume (vol) | vol.111 |
| Number (no) | 26 |
| Page | pp.pp.- |
| #Pages | 4 |
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