| Presentation | 2017-01-19 A small computation algorithm of the LRLS filter with its short length Eisuke Horita, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The leaky recursive least-squares (LRLS) filter whose computational complexity is quadratic in itsfilter's length $N$ was reported by the author. The LRLS filter is derived by using the matrixinversion lemma two times in each iteration. It makes many execution time, however, since anupdate equation with the matrix inversion lemma include $N$ divisions. In this report, a fast LRLSfilter is proposed by using the matrix inversion lemma only one time and an approximation equationwith only a division. The proposed method is more effective than the conventional LRLS filters ifits filter's length $N$ is short. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | adaptive filters / RLS filter / regularized least-squares / LRLS filter / computational complexity |
| Paper # | IT2016-64,SIP2016-102,RCS2016-254 |
| Date of Issue | 2017-01-12 (IT, SIP, RCS) |
| Conference Information | |
| Committee | IT / SIP / RCS |
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| Conference Date | 2017/1/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Osaka City Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Signal Processing for Wireless Communications, Learning, Mathematical Science, Communication Theory, etc. |
| Chair | Masayoshi Ohashi(Fukuoka Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Hidekazu Murata(Kyoto Univ.) |
| Vice Chair | Jun Muramatsu(NTT) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) / Satoshi Denno(Okayama Univ.) / Yukitoshi Sanada(Keio Univ.) / Eisuke Fukuda(Fujitsu Labs.) |
| Secretary | Jun Muramatsu(Wakayama Univ.) / Masahiro Okuda(Yokohama College of Commerce) / Shogo Muramatsu(Ritsumeikan Univ.) / Satoshi Denno(Chiba Inst. of Tech.) / Yukitoshi Sanada(Toshiba) / Eisuke Fukuda(NTT DoCoMo) |
| Assistant | Mitsugu Iwamoto(Univ. of Electro-Comm.) / Osamu Watanabe(Takushoku Univ.) / Tetsuya Yamamoto(Panasonic) / Toshihiko Nishimura(Hokkaido Univ.) / Koichi Ishihara(NTT) / Kazushi Muraoka(NEC) / Shinsuke Ibi(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Information Theory / Technical Committee on Signal Processing / Technical Committee on Radio Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A small computation algorithm of the LRLS filter with its short length |
| Sub Title (in English) | |
| Keyword(1) | adaptive filters |
| Keyword(2) | RLS filter |
| Keyword(3) | regularized least-squares |
| Keyword(4) | LRLS filter |
| Keyword(5) | computational complexity |
| 1st Author's Name | Eisuke Horita |
| 1st Author's Affiliation | Kanazawa University(Kanazawa Univ.) |
| Date | 2017-01-19 |
| Paper # | IT2016-64,SIP2016-102,RCS2016-254 |
| Volume (vol) | vol.116 |
| Number (no) | IT-394,SIP-395,RCS-396 |
| Page | pp.pp.105-110(IT), pp.105-110(SIP), pp.105-110(RCS), |
| #Pages | 6 |
| Date of Issue | 2017-01-12 (IT, SIP, RCS) |