| Presentation | 2022-02-24 Dynamic Scheduling for Updating Traffic Demand Prediction Model and Switching Resource Control in Satellite Communication System Masaki Takahashi, Yuichi Kawamoto, Nei Kato, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, the movement to link satellite communication systems with 5G networks has been accelerated worldwide, which will increase and diversify the traffic requirements to satellite communication systems in the near future. For satellite communication systems, which are expected to be connected to 5G networks, it is important to be able to improve the flexibility to control communication resources according to geographically and temporally changing traffic requirements. Therefore, applying traffic demand prediction using artificial intelligence technology for resource control in satellite communication systems leads to efficient resource allocation according to the time variation of traffic requirements. For this, it is effective to construct a dynamic scheduling scheme in which the functions of traffic demand prediction and resource control are coordinated with each other, by considering the delay of satellite links and the constraints on the time interval for resource control switching. In this study, we propose a dynamic scheduling scheme for resource control based on traffic demand prediction using artificial intelligence technology to reduce resource wastage in satellite communication systems. We evaluated the effectiveness of our scheduling scheme by comparing it with the periodic executions of resource control through a simulation analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Satellite communication system / Traffic demand prediction / Resource control / Dynamic scheduling |
| Paper # | SAT2021-53 |
| Date of Issue | 2022-02-17 (SAT) |
| Conference Information | |
| Committee | SAT / SANE |
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| Conference Date | 2022/2/24(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Satellite technology, etc. |
| Chair | Hiroyasu Ishikawa(Nihon Univ.) / Toshifumi Moriyama(Nagasaki Univ.) |
| Vice Chair | Tetsushi Ikegami(Meiji Univ.) / Takana Kaho(Shonan Inst. of Tech.) / Makoto Tanaka(Tokai Univ.) / Takeshi Amishima(Mitsubishi Electric) |
| Secretary | Tetsushi Ikegami(KDDI Research) / Takana Kaho(NICT) / Makoto Tanaka(Univ. of Tokyo) / Takeshi Amishima(ENRI) |
| Assistant | Daisuke Goto(NTT) / Yuuki Koizumi(NHK) / Takayuki Kitamura(Mitsubishi Electric) |
| Paper Information | |
| Registration To | Technical Committee on Satellite Telecommunications / 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) | Dynamic Scheduling for Updating Traffic Demand Prediction Model and Switching Resource Control in Satellite Communication System |
| Sub Title (in English) | |
| Keyword(1) | Satellite communication system |
| Keyword(2) | Traffic demand prediction |
| Keyword(3) | Resource control |
| Keyword(4) | Dynamic scheduling |
| 1st Author's Name | Masaki Takahashi |
| 1st Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 2nd Author's Name | Yuichi Kawamoto |
| 2nd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 3rd Author's Name | Nei Kato |
| 3rd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2022-02-24 |
| Paper # | SAT2021-53 |
| Volume (vol) | vol.121 |
| Number (no) | SAT-379 |
| Page | pp.pp.1-6(SAT), |
| #Pages | 6 |
| Date of Issue | 2022-02-17 (SAT) |