| Presentation | 2023-10-19 [Poster Presentation] A Proposal of Indoor Radio Propagation Prediction Method by using DCNN Masamitsu Irikuchi, Teturo Imai, Koshiro Kitao, Satoshi Suyama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the next generation communication system (6G), where further improvement of frequency utilization efficiency and power efficiency is an issue, a highly accurate radio propagation estimation method is required for system and area design. A propagation loss estimation method based on Deep Convolutional Neural Networks (DCNN) is currently under investigation. However, the effectiveness of this method for indoor environments has not been clarified because the previous studies were conducted in outdoor environments. In this paper, we propose a DCNN-based propagation loss estimation method and evaluate its accuracy using a simple indoor model. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep learning / Indoor environment / Radio propagation |
| Paper # | AP2023-119 |
| Date of Issue | 2023-10-12 (AP) |
| Conference Information | |
| Committee | AP |
|---|---|
| Conference Date | 2023/10/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Iwate University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Student Session, Antennas and Propagation |
| Chair | Kunio Sakakibara(Nagoya Inst. of Tech.) |
| Vice Chair | YUAN Qiaowei(Tohoku Inst. of Tech.) |
| Secretary | YUAN Qiaowei(Iwate Univ.) |
| Assistant | Tomoki Murakami(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Antennas and Propagation |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] A Proposal of Indoor Radio Propagation Prediction Method by using DCNN |
| Sub Title (in English) | |
| Keyword(1) | Deep learning |
| Keyword(2) | Indoor environment |
| Keyword(3) | Radio propagation |
| 1st Author's Name | Masamitsu Irikuchi |
| 1st Author's Affiliation | Tokyo Denki University(TDU) |
| 2nd Author's Name | Teturo Imai |
| 2nd Author's Affiliation | Tokyo Denki University(TDU) |
| 3rd Author's Name | Koshiro Kitao |
| 3rd Author's Affiliation | NTT DOCOMO(DOCOMO) |
| 4th Author's Name | Satoshi Suyama |
| 4th Author's Affiliation | NTT DOCOMO(DOCOMO) |
| Date | 2023-10-19 |
| Paper # | AP2023-119 |
| Volume (vol) | vol.123 |
| Number (no) | AP-223 |
| Page | pp.pp.115-116(AP), |
| #Pages | 2 |
| Date of Issue | 2023-10-12 (AP) |