| Presentation | 2021-05-13 A study on specific emitter identification method using modified Allan variance and correlation coefficients ZHU YAN, Sei Arima, Ryo Hirayama, Masaaki Kobayashi, Takeshi Kumaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, with the development and spread of information technology, wireless communication has been applied in various fields. The IoT, one of the most popular research topics at present, has gradually entered people's lives, making daily life more convenient. Wireless communication plays an important role not only in homes but also in public facilities such as hotels and train stations, as well as in aviation and navigation. However, with the development of this technology, security problems have also arisen. For example, in recent years, crimes targeting smart key cars have become a problem. In one case, hackers interfered with the GPS signal reception on a passenger plane during guidance. In order to solve this problem, a technology called Specific Emitter Identification (SEI) is required. It is a technique for identifying counterfeit signals by extracting the unintentional modulation components in radio signal as individual characteristics of the wireless communication device and comparing them with a database. In this study, we received the signals of each wireless communication device and calculated, the standard deviation using an algorithm called Alan variance, and using the Pearson correlation coefficient, we examined whether it is possible to distinguish specific individuals from the same type of wireless communication device. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | wireless communication / Specific Emitter Identification / security / Alan variance / Pearson correlation coefficient |
| Paper # | SANE2021-5 |
| Date of Issue | 2021-05-06 (SANE) |
| Conference Information | |
| Committee | SANE |
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| Conference Date | 2021/5/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Akitsugu Nadai(NICT) |
| Vice Chair | Hiroyoshi Yamada(Niigata Univ.) / Makoto Tanaka(Tokai Univ.) |
| Secretary | Hiroyoshi Yamada(Mitsubishi Electric) / Makoto Tanaka(Univ. of Tokyo) |
| Assistant | Shunichi Futatsumori(ENRI) |
| Paper Information | |
| Registration To | Technical Committee on Space, Aeronautical and Navigational Electronics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on specific emitter identification method using modified Allan variance and correlation coefficients |
| Sub Title (in English) | |
| Keyword(1) | wireless communication |
| Keyword(2) | Specific Emitter Identification |
| Keyword(3) | security |
| Keyword(4) | Alan variance |
| Keyword(5) | Pearson correlation coefficient |
| 1st Author's Name | ZHU YAN |
| 1st Author's Affiliation | Ritsumeikan University(Ritsumeikan) |
| 2nd Author's Name | Sei Arima |
| 2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan) |
| 3rd Author's Name | Ryo Hirayama |
| 3rd Author's Affiliation | Ritsumeikan University(Ritsumeikan) |
| 4th Author's Name | Masaaki Kobayashi |
| 4th Author's Affiliation | AOC Japan Chapter EW Research Group Chair, Former Mitsubishi Electric Corporation(AOC) |
| 5th Author's Name | Takeshi Kumaki |
| 5th Author's Affiliation | Ritsumeikan University(Ritsumeikan) |
| Date | 2021-05-13 |
| Paper # | SANE2021-5 |
| Volume (vol) | vol.121 |
| Number (no) | SANE-16 |
| Page | pp.pp.27-31(SANE), |
| #Pages | 5 |
| Date of Issue | 2021-05-06 (SANE) |