| Presentation | 2017-10-23 [Poster Presentation] Deterministic and Probabilistic Fingerprint-based Localization utilizing RSS and Phase-difference 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) | Fingerprint-based localization is expected to be superior than conventional techniques in non-line-of-sight (NLOS) environments. In this paper, we perform a detailed comparison between these deterministic and probabilistic approaches, focusing on the popular received signal strength (RSS) fingerprint, and our recently proposed phase-difference fingerprint. We also proposed a hybrid algorithm combining these two fingerprints using kernel densities. Simulation results indicate the superiority of hybrid algorithms. We also highlighted some issues when dealing with multipath fading in street canyons at low frequencies. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | localizationpositioningfingerprintRSSarray antenna |
| Paper # | SR2017-69,SRW2017-22 |
| Date of Issue | 2017-10-16 (SR, SRW) |
| Conference Information | |
| Committee | SR / SRW |
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| Conference Date | 2017/10/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Grand Hotel Palatino, Rome, Italy |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SmartCom2017 |
| Chair | Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.) / Tadao Nakagawa(Tottori Univ.) |
| Vice Chair | Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.) / Satoshi Denno(Okayama Univ.) / Makoto Hamaminato(Fujitsu labs.) |
| Secretary | Masayuki Ariyoshi(NICT) / Suguru Kameda(ATR) / Satoshi Denno(NICT) / Makoto Hamaminato(Kyoto Univ.) |
| Assistant | 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 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) | [Poster Presentation] Deterministic and Probabilistic Fingerprint-based Localization utilizing RSS and Phase-difference |
| Sub Title (in English) | |
| Keyword(1) | localizationpositioningfingerprintRSSarray antenna |
| 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 | 2017-10-23 |
| Paper # | SR2017-69,SRW2017-22 |
| Volume (vol) | vol.117 |
| Number (no) | SR-257,SRW-258 |
| Page | pp.pp.11-18(SR), pp.17-24(SRW), |
| #Pages | 8 |
| Date of Issue | 2017-10-16 (SR, SRW) |