| Presentation | 2024-01-18 Performance Evaluation of Offset Optimization Using Neural Networks for Cell Range Expansion Mitsuto Sato, Yuki Kusaka, Nobuhiko Miki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Initiating commercial services globally, fifth-generation mobile communication systems (5G) are expanding quickly. In 5G, it is essential to increase the density of base stations and to use high-frequency bands. Appropriate allocation of these radio resources (base stations and frequency bands are collectively called radio resources) is important to achieve the benefits of increased radio resources. In this report, we assess the properties of an allocation strategy that, with regard to offset optimization in cell range expansion, integrates machine learning and convex optimization based on proportional fairness criteria. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Small cell / Cell range expansion / Proportional fairness criteria / Neural network |
| Paper # | IT2023-47,SIP2023-80,RCS2023-222 |
| Date of Issue | 2024-01-11 (IT, SIP, RCS) |
| Conference Information | |
| Committee | SIP / IT / RCS |
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| Conference Date | 2024/1/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takayuki Nakachi(Ryukyu Univ.) / Tetsuya Kojima(Tokyo Kosen) / Kenichi Higuchi(Tokyo Univ. of Science) |
| Vice Chair | Koichi Ichige(Yokohama National Univ.) / Kiyoshi Nishikawa(okyo Metropolitan Univ.) / Yasuyuki Nogami(Okayama Univ.) / Fumihide Kojima(NICT) / Osamu Muta(Kyushu Univ.) / Naoto Ishii(NEC) |
| Secretary | Koichi Ichige(Chiba Univ.) / Kiyoshi Nishikawa(Kogakuin Univ.) / Yasuyuki Nogami(Waseda Univ.) / Fumihide Kojima(Nagaoka Univ. of Tech.) / Osamu Muta(Univ. of Electro-Comm) / Naoto Ishii(Sharp) |
| Assistant | Taichi Yoshida(UEC) / Sayaka Shiota(Tokyo Metropolitan Univ.) / Tetsunao Matsuta(Saitamai Univ.) / Masashi Iwabuchi(NTT) / Issei Kanno(KDDI Research) / Yuyuan Chang(Tokyo Inst. of Tech) / Kazuki Maruta(Tokyo Univ. of Science) / Kiichi Tateishi(NTT Docomo) |
| Paper Information | |
| Registration To | Technical Committee on Signal Processing / Technical Committee on Information Theory / Technical Committee on Radio Communication Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance Evaluation of Offset Optimization Using Neural Networks for Cell Range Expansion |
| Sub Title (in English) | |
| Keyword(1) | Small cell |
| Keyword(2) | Cell range expansion |
| Keyword(3) | Proportional fairness criteria |
| Keyword(4) | Neural network |
| 1st Author's Name | Mitsuto Sato |
| 1st Author's Affiliation | Kagawa University(Kagawa Univ.) |
| 2nd Author's Name | Yuki Kusaka |
| 2nd Author's Affiliation | Kagawa University(Kagawa Univ.) |
| 3rd Author's Name | Nobuhiko Miki |
| 3rd Author's Affiliation | Kagawa University(Kagawa Univ.) |
| Date | 2024-01-18 |
| Paper # | IT2023-47,SIP2023-80,RCS2023-222 |
| Volume (vol) | vol.123 |
| Number (no) | IT-338,SIP-339,RCS-340 |
| Page | pp.pp.88-92(IT), pp.88-92(SIP), pp.88-92(RCS), |
| #Pages | 5 |
| Date of Issue | 2024-01-11 (IT, SIP, RCS) |