| Presentation | 2020-01-17 Bayesian channel selection method for LoRaWAN under unpredictable wireless channel fluctuations Daichi Kominami, Yohei Hasegawa, Kosuke Nogami, Hideyuki Shimonishi, Masayuki Murata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Internet of Things (IoT) become a common term used in society. LPWA technology is attracting attention as one of its elemental technologies. LoRa is one of LPWA communication technologies using unlicensed bands. Since it is possible to build a self-managed network with LoRa, many services using LoRa will be scattered in the same area without the entire administrator. As a result, communication performance of LoRa may be degraded due to unintended radio interferences. In this research, we propose a method for estimating the network state by successive estimation using Bayesian update and a wireless channel assignment method based on the estimation results. Through computer simulation, we show the network performance improvement with out proposal. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Bayesian attractor model / LPWA / LoRa / Bayes inference |
| Paper # | CQ2019-122 |
| Date of Issue | 2020-01-09 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2020/1/16(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NHK Science & Technology Research Laboratories |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | AR/VR, Broadcasting Service, Video/Voice Services Quality, High Realistic, User Behavior/Psychology, User Experience, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, etc. |
| Chair | Hideyuki Shimonishi(NEC) |
| Vice Chair | Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Secretary | Jun Okamoto(Nippon Inst. of Tech.) / Takefumi Hiraguri(Doshisha Univ.) |
| Assistant | Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Takuto Kimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Bayesian channel selection method for LoRaWAN under unpredictable wireless channel fluctuations |
| Sub Title (in English) | |
| Keyword(1) | Bayesian attractor model |
| Keyword(2) | LPWA |
| Keyword(3) | LoRa |
| Keyword(4) | Bayes inference |
| 1st Author's Name | Daichi Kominami |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Yohei Hasegawa |
| 2nd Author's Affiliation | NEC Corporation(NEC) |
| 3rd Author's Name | Kosuke Nogami |
| 3rd Author's Affiliation | NEC Corporation(NEC) |
| 4th Author's Name | Hideyuki Shimonishi |
| 4th Author's Affiliation | NEC Corporation(NEC) |
| 5th Author's Name | Masayuki Murata |
| 5th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2020-01-17 |
| Paper # | CQ2019-122 |
| Volume (vol) | vol.119 |
| Number (no) | CQ-367 |
| Page | pp.pp.83-88(CQ), |
| #Pages | 6 |
| Date of Issue | 2020-01-09 (CQ) |