| Presentation | 2022-03-03 Study on transmission channel selection scheme with multi-armed bandit algorithm for IEEE 802.11 wireless LAN Kazuto Yano, Kenta Suzuki, Babatunde Ojetunde, Takashi Imanaka, Mai Ohta, Makoto Taromaru, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to realize efficient spectrum sharing among CSMA/CA and non-CSMA/CA wireless systems, the authors have proposed a transmission channel selection scheme based on multi-armed bandit algorithm. This paper studies how to apply this transmission channel selection scheme to IEEE 802.11 wireless LANs. In order to enable the channel access on multiple frequency channels and differing frame transmission until the next channel selection, we employ the concepts of multi-link operation and nonsimultaneous transmit and receive operation which are going to be adopted into the IEEE 802.11be standard. We use the IDLE duration after frame transmission, the transmission delay and the payload length of the transmitted frame in reward calculation in order to balance spectral efficiency, transmission delay and throughput. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | wireless LAN / IEEE 802.11be / multi-armed bandit algorithm / transmit channel selection / spectrum sharing |
| Paper # | SR2021-100 |
| Date of Issue | 2022-02-23 (SR) |
| Conference Information | |
| Committee | RCS / SR / SRW |
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| Conference Date | 2022/3/2(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Mobile Communication Workshop |
| Chair | Eiji Okamoto(Nagoya Inst. of Tech.) / Suguru Kameda(Hiroshima Univ.) / Hanako Noda(Anritsu) |
| Vice Chair | Toshihiko Nishimura(Hokkaido Univ.) / Tomoya Tandai(Toshiba) / Fumihide Kojima(NICT) / Osamu Takyu(Shinshu Univ.) / Kentaro Ishidu(NICT) / Kazuto Yano(ATR) / Keiichi Mizutani(Kyoto Univ.) / Kentaro Saito(Tokyo Denki Univ.) / Hirokazu Sawada(NICT) |
| Secretary | Toshihiko Nishimura(NEC) / Tomoya Tandai(Panasonic) / Fumihide Kojima(Mie Univ.) / Osamu Takyu(Tokai Univ.) / Kentaro Ishidu(NTT) / Kazuto Yano(NTT) / Keiichi Mizutani(NIigata Univ.) / Kentaro Saito / Hirokazu Sawada |
| Assistant | Koichi Adachi(Univ. of Electro-Comm.) / Osamu Nakamura(Sharp) / Manabu Sakai(Mitsubishi Electric) / Masashi Iwabuchi(NTT) / Tatsuki Okuyama(NTT DOCOMO) / Mai Ohta(Fukuoka Univ.) / Taichi Ohtsuji(NEC) / WANG Xiaoyan(Ibaraki Univ.) / Akemi Tanaka(MathWorks) / Akihito Noda(Nanzan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio / Technical Committee on Short Range Wireless Communications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on transmission channel selection scheme with multi-armed bandit algorithm for IEEE 802.11 wireless LAN |
| Sub Title (in English) | |
| Keyword(1) | wireless LAN |
| Keyword(2) | IEEE 802.11be |
| Keyword(3) | multi-armed bandit algorithm |
| Keyword(4) | transmit channel selection |
| Keyword(5) | spectrum sharing |
| 1st Author's Name | Kazuto Yano |
| 1st Author's Affiliation | Adcandec Telecommunications Research Institute International(ATR) |
| 2nd Author's Name | Kenta Suzuki |
| 2nd Author's Affiliation | Adcandec Telecommunications Research Institute International(ATR) |
| 3rd Author's Name | Babatunde Ojetunde |
| 3rd Author's Affiliation | Adcandec Telecommunications Research Institute International(ATR) |
| 4th Author's Name | Takashi Imanaka |
| 4th Author's Affiliation | Fukuoka University(Fukuoka Univ.) |
| 5th Author's Name | Mai Ohta |
| 5th Author's Affiliation | Fukuoka University(Fukuoka Univ.) |
| 6th Author's Name | Makoto Taromaru |
| 6th Author's Affiliation | Fukuoka University(Fukuoka Univ.) |
| Date | 2022-03-03 |
| Paper # | SR2021-100 |
| Volume (vol) | vol.121 |
| Number (no) | SR-392 |
| Page | pp.pp.71-76(SR), |
| #Pages | 6 |
| Date of Issue | 2022-02-23 (SR) |