| Presentation | 2018-03-02 [Invited Lecture] Machine Learning Based Regression of Fingerprint Database for Unknown Radio Localization Azril Haniz, Gia Khanh Tran, Kei Sakaguchi, Jun-ichi Takada, Toshihiro Yamaguchi, Tsutomu Mitsui, Shintaro Arata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Conventional fingerprinting techniques may face difficulties in dealing with the localization of unknown radios, due to the lack of knowledge regarding the radio parameters during the fingerprint database construction phase. In this paper, interpolation of the database in multiple domains as well as pattern matching will be discussed from a machine learning point of view, and evaluated through simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | machine learningpropagation channelinterpolationurban environmentunknown radioillegal radiolocalizationfingerprint |
| Paper # | SR2017-129 |
| Date of Issue | 2018-02-21 (SR) |
| Conference Information | |
| Committee | RCS / SR / SRW |
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| Conference Date | 2018/2/28(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | YRP |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Chair | Hidekazu Murata(Kyoto Univ.) / Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.) / Tadao Nakagawa(Tottori Univ.) |
| Vice Chair | Yukitoshi Sanada(Keio Univ.) / Eisuke Fukuda(Fujitsu Labs.) / Satoshi Suyama(NTT DoCoMo) / Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.) / Satoshi Denno(Okayama Univ.) / Makoto Hamaminato(Fujitsu labs.) |
| Secretary | Yukitoshi Sanada(Toshiba) / Eisuke Fukuda(Hokkaido Univ.) / Satoshi Suyama(NICT) / Masayuki Ariyoshi(ATR) / Suguru Kameda(NICT) / Satoshi Denno(Kyoto Univ.) / Makoto Hamaminato |
| Assistant | Tetsuya Yamamoto(Panasonic) / Koichi Ishihara(NTT) / Kazushi Muraoka(NEC) / Shinsuke Ibi(Osaka Univ.) / Hiroshi Nishimoto(Mitsubishi Electric) / Mamiko Inamori(Tokai Univ.) / Hiroyuki Shiba(NTT) / Gia Khanh Tran(Tokyo Inst. of Tech.) / Syusuke Narieda(NIT, Akashi College) / Kentaro Saito(Tokyo Inst. of Tech.) / Hiromasa Yamauchi(Fujitsu labs.) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Short Range Wireless Communications |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Lecture] Machine Learning Based Regression of Fingerprint Database for Unknown Radio Localization |
| Sub Title (in English) | |
| Keyword(1) | machine learningpropagation channelinterpolationurban environmentunknown radioillegal radiolocalizationfingerprint |
| 1st Author's Name | Azril Haniz |
| 1st Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 2nd Author's Name | Gia Khanh Tran |
| 2nd Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 3rd Author's Name | Kei Sakaguchi |
| 3rd Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 4th Author's Name | Jun-ichi Takada |
| 4th Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech) |
| 5th Author's Name | Toshihiro Yamaguchi |
| 5th Author's Affiliation | Koden Electronics(Koden Electronics) |
| 6th Author's Name | Tsutomu Mitsui |
| 6th Author's Affiliation | Koden Electronics(Koden Electronics) |
| 7th Author's Name | Shintaro Arata |
| 7th Author's Affiliation | Koden Electronics(Koden Electronics) |
| Date | 2018-03-02 |
| Paper # | SR2017-129 |
| Volume (vol) | vol.117 |
| Number (no) | SR-457 |
| Page | pp.pp.81-88(SR), |
| #Pages | 8 |
| Date of Issue | 2018-02-21 (SR) |