| Presentation | 2014-07-11 A small arithmetic operations algorithm of time-varying regularization parameter updates in an LRLS filter Eisuke HORITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In adaptive signal processing, a leaky recursive least-squares (LRLS) algorithm whose computational complexity is on the order of N^2 was reported by the author. Althouth we can introduce a time-varying regularization parameter updates algorithm by using the method proposed by Prof. Ali H. Sayed et.al., its computational complexity is on the order of N^3. In this report, an LRLS algorithm with time-varying regularization parameter updates whose computational complexity is on the order of N^2 and whose precision is almost as good as the conventional method is proposed. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | adaptive filter / RLS algorithm / regularized least-squares / LRLS algorithm / computational complexity |
| Paper # | CAS2014-48,VLD2014-57,SIP2014-69,MSS2014-48,SIS2014-48 |
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| Conference Information | |
| Committee | MSS |
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| Conference Date | 2014/7/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Mathematical Systems Science and its applications(MSS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A small arithmetic operations algorithm of time-varying regularization parameter updates in an LRLS filter |
| Sub Title (in English) | |
| Keyword(1) | adaptive filter |
| Keyword(2) | RLS algorithm |
| Keyword(3) | regularized least-squares |
| Keyword(4) | LRLS algorithm |
| Keyword(5) | computational complexity |
| 1st Author's Name | Eisuke HORITA |
| 1st Author's Affiliation | College of Science and Engineering, Kanazawa University() |
| Date | 2014-07-11 |
| Paper # | CAS2014-48,VLD2014-57,SIP2014-69,MSS2014-48,SIS2014-48 |
| Volume (vol) | vol.114 |
| Number (no) | 125 |
| Page | pp.pp.- |
| #Pages | 5 |
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