| Presentation | 2021-01-26 Reinforcement Learning based Joint Channel/Subframe Selection Scheme for Fair LTE-WiFi Coexistence Yuki Kishimoto, Xiaoyan Wang, Masahiro Umehira, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, there has been an increasing demand for high-speed and large-capacity mobile communications. To deal with this, a coexistence mechanism has been proposed which extends LTE communication from the current licensed spectrum to the unlicensed spectrum used by WiFi communication. In the current LTE-WiFi coexistence standard, a Listen-Before-Talk (LBT) approach is adopted to make the LTE system perform carrier sensing before a transmission. However, the optimal channel selection and subframe adjustment issues still exist to realize fair coexistence between co-located LTE and WiFi networks. In this paper, we propose a reinforcement learning based joint channel/subframe selection scheme for fair coexistence between LTE and WiFi systems. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | LTE-WiFi / Channel selection / Subframe selection / Reinforcement learning |
| Paper # | SR2020-57 |
| Date of Issue | 2021-01-18 (SR) |
| Conference Information | |
| Committee | SR |
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| Conference Date | 2021/1/25(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Cognitive Radio, Spectrum Management, Heterogeneous Network, SDN, Machine Learning Application, etc. |
| Chair | Masayuki Ariyoshi(NEC) |
| Vice Chair | Suguru Kameda(Tohoku Univ.) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) |
| Secretary | Suguru Kameda(ATR) / Osamu Takyu(Univ. of Electro-Comm.) / Kentaro Ishidu(Mie Univ.) |
| Assistant | Mai Ohta(Fukuoka Univ.) / Teppei Oyama(Fujitsu Lab.) / Kentaro Kobayashi(Nagoya Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Radio |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reinforcement Learning based Joint Channel/Subframe Selection Scheme for Fair LTE-WiFi Coexistence |
| Sub Title (in English) | |
| Keyword(1) | LTE-WiFi |
| Keyword(2) | Channel selection |
| Keyword(3) | Subframe selection |
| Keyword(4) | Reinforcement learning |
| 1st Author's Name | Yuki Kishimoto |
| 1st Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 2nd Author's Name | Xiaoyan Wang |
| 2nd Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| 3rd Author's Name | Masahiro Umehira |
| 3rd Author's Affiliation | Ibaraki University(Ibaraki Univ.) |
| Date | 2021-01-26 |
| Paper # | SR2020-57 |
| Volume (vol) | vol.120 |
| Number (no) | SR-341 |
| Page | pp.pp.60-66(SR), |
| #Pages | 7 |
| Date of Issue | 2021-01-18 (SR) |