| Presentation | 2015-04-24 Radiometric Identification with a Classifier Utilizing a Liner Kernels and Its Application to the Automatic Identification System Takashi Iwamoto, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Wide spread of radio information systems has increased danger caused by counterfeited information. For example, the Automatic Identification System is nowadays regarded as a key part for achieving maritime awareness and allows an emitter in principle to broadcast counterfeited information, since its coding rule is published. To prevent such fraudulent devices from accessing a wireless system, radiometric identification of emitters has been developed. From a user point of view, identifiers of wide ranges of targets are preferred. In this paper, a support vector machine utilizing linear kernel functions is introduced. Experiment on identification of signals whose noise ratios are controlled over a wide range shows graceful robustness of accuracy. This method contributes directly to widen area of awareness. Furthermore, linear kernel functions allow effective identification based on hierarchical nature of Automatic Identification System signals. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Radiometric Identification of Emitters / Automatic Identification System / Support Vector Machine / Linear Kernel Function |
| Paper # | SANE2015-5 |
| Date of Issue | 2015-04-17 (SANE) |
| Conference Information | |
| Committee | SANE |
|---|---|
| Conference Date | 2015/4/24(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Remote sensing, EW and general |
| Chair | Hirobumi Saito(JAXA) |
| Vice Chair | Sonosuke Fukushima(ENRI) |
| Secretary | Sonosuke Fukushima(JAXA) |
| Assistant | Kenichiro Maki(JAXA) / Yasushi Obata(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Space, Aeronautical and Navigational Electronics |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Radiometric Identification with a Classifier Utilizing a Liner Kernels and Its Application to the Automatic Identification System |
| Sub Title (in English) | |
| Keyword(1) | Radiometric Identification of Emitters |
| Keyword(2) | Automatic Identification System |
| Keyword(3) | Support Vector Machine |
| Keyword(4) | Linear Kernel Function |
| 1st Author's Name | Takashi Iwamoto |
| 1st Author's Affiliation | Mitsubishi Electric Corporation(Mitsubishi Electric) |
| Date | 2015-04-24 |
| Paper # | SANE2015-5 |
| Volume (vol) | vol.115 |
| Number (no) | SANE-16 |
| Page | pp.pp.25-28(SANE), |
| #Pages | 4 |
| Date of Issue | 2015-04-17 (SANE) |