| Presentation | 1995/4/21 Influence of convergence parameter of LMS algorithm : Shortning of estimate time using fuzzy control Kenji Muto, Takashi Okazaki, Hideo Shibayama, Kazuo Shimada, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Little calculation steps and stable convergence are required in case of using a adaptive algorithm for estimation of coefficients of a digital filter. The least-mean-square(LMS) algorithm is applied for the adaptive processing in many algorithms, as the LMS algorithm has small calculation steps. Convergence parameter of the LMS algorithm influences estimating the coefficients of a digital filter for fast and high precision estimation. We proposed a fuzzy control which is applied estimation of convergence parameter, and the fuzzy rule is composed the relation between the convergence parameter and the square error of the adaptive system. As those results, fast calculation time and light precision estimation can be obtained. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | fuzzy control / adaptive system / LMS algorithm / convergence parameter |
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| Conference Information | |
| Committee | EA |
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| Conference Date | 1995/4/21(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Engineering Acoustics (EA) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Influence of convergence parameter of LMS algorithm : Shortning of estimate time using fuzzy control |
| Sub Title (in English) | |
| Keyword(1) | fuzzy control |
| Keyword(2) | adaptive system |
| Keyword(3) | LMS algorithm |
| Keyword(4) | convergence parameter |
| 1st Author's Name | Kenji Muto |
| 1st Author's Affiliation | Tokyo Metropolitan College of Aeronautical Engineering() |
| 2nd Author's Name | Takashi Okazaki |
| 2nd Author's Affiliation | Shibaura Institute of Technology |
| 3rd Author's Name | Hideo Shibayama |
| 3rd Author's Affiliation | Shibaura Institute of Technology |
| 4th Author's Name | Kazuo Shimada |
| 4th Author's Affiliation | Tokyo Metropolitan College of Aeronautical Engineering |
| Date | 1995/4/21 |
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| Volume (vol) | vol.95 |
| Number (no) | 11 |
| Page | pp.pp.- |
| #Pages | 8 |
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