| Presentation | 2017-12-18 Propagation Loss Prediction By Machine Learning for Wireless LAN Cell Planning Yunyi Yao, Kentaro Saito, Azril Haniz, Jun-ichi Takada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Wireless Local Area Network (WLAN) is currently among the most important technologies for wireless broadband access. When it comes to WLAN cell planning, how to determine the position for access points in which they can provide better network performance is dependent on path loss prediction. This research proposes and evaluates a machine learning-based path loss model in order to provide more accurate path loss information for WLAN cell planning designers. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | PropagationPass lossWLANMachine Learning |
| Paper # | SRW2017-62 |
| Date of Issue | 2017-12-11 (SRW) |
| Conference Information | |
| Committee | SRW |
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| Conference Date | 2017/12/18(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Waseda Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | WLAN, WPAN, Sensor networ, mmWave, etc. |
| Chair | Tadao Nakagawa(Tottori Univ.) |
| Vice Chair | Satoshi Denno(Okayama Univ.) / Makoto Hamaminato(Fujitsu labs.) |
| Secretary | Satoshi Denno(NICT) / Makoto Hamaminato(Kyoto Univ.) |
| Assistant | Kentaro Saito(Tokyo Inst. of Tech.) / Hiromasa Yamauchi(Fujitsu labs.) |
| Paper Information | |
| Registration To | Technical Committee on Short Range Wireless Communications |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Propagation Loss Prediction By Machine Learning for Wireless LAN Cell Planning |
| Sub Title (in English) | |
| Keyword(1) | PropagationPass lossWLANMachine Learning |
| 1st Author's Name | Yunyi Yao |
| 1st Author's Affiliation | Tokyo Institute of Technology(Ti-tech) |
| 2nd Author's Name | Kentaro Saito |
| 2nd Author's Affiliation | Tokyo Institute of Technology(Ti-tech) |
| 3rd Author's Name | Azril Haniz |
| 3rd Author's Affiliation | Tokyo Institute of Technology(Ti-tech) |
| 4th Author's Name | Jun-ichi Takada |
| 4th Author's Affiliation | Tokyo Institute of Technology(Ti-tech) |
| Date | 2017-12-18 |
| Paper # | SRW2017-62 |
| Volume (vol) | vol.117 |
| Number (no) | SRW-363 |
| Page | pp.pp.13-18(SRW), |
| #Pages | 6 |
| Date of Issue | 2017-12-11 (SRW) |