| Presentation | 2004-11-26 Application of Collective Synchronization to Network Sensing Takaya MIYANO, Yuhei ABE, Susumu SUGIYAMA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A new approach for sensor data mining is constructed based on collective synchronization of nonlinear coupled oscillators. Sensor data are embedded in the natural frequencies of the oscillators subject to Kuramoto's model. Under appropriate conditions, the frequencies of the oscillators will be locked to a commom frequency. This dynamical behavior is utilized to achieve automatic noise reduction and classification of sensor data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | synchronization / sensor network / complex systems / noise reduction / data mining |
| Paper # | NLP2004-74 |
| Date of Issue |
| Conference Information | |
| Committee | NLP |
|---|---|
| Conference Date | 2004/11/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Nonlinear Problems (NLP) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Application of Collective Synchronization to Network Sensing |
| Sub Title (in English) | |
| Keyword(1) | synchronization |
| Keyword(2) | sensor network |
| Keyword(3) | complex systems |
| Keyword(4) | noise reduction |
| Keyword(5) | data mining |
| 1st Author's Name | Takaya MIYANO |
| 1st Author's Affiliation | Department of Micro System Technology, Ritsumeikan University() |
| 2nd Author's Name | Yuhei ABE |
| 2nd Author's Affiliation | Department of Micro System Technology, Ritsumeikan University |
| 3rd Author's Name | Susumu SUGIYAMA |
| 3rd Author's Affiliation | Department of Micro System Technology, Ritsumeikan University |
| Date | 2004-11-26 |
| Paper # | NLP2004-74 |
| Volume (vol) | vol.104 |
| Number (no) | 471 |
| Page | pp.pp.- |
| #Pages | 3 |
| Date of Issue | |