| Presentation | 2018-01-18 A study on estimation of mobile communication quality considering user communication behavior by multi agent simulation Akihiro Shiozu, Daisuke Ikegami, Jun Okamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In an event where many people gather in a specific location, a huge mobile traffic exceeding the processing capability of existing communication resources occurs. A degradation of a communication quality at the event venue and its surroundings due to this traffic occurrence, brings down the satisfaction level of mobile communication services. An additional deployment of communication resources can be considered as a way to prevent degradation of the communication quality in advance. In order to additionally deploy communication resources, it is important to estimate spatiotemporally a communication quality and a change amount of one due to deployment of communication resources in the event venue and its surroundings on the day. The authors study to predict an event traffic volume on the day by simulating a communication behavior of a mobile terminal user and to estimate a communication quality from the prediction result. In this paper, we compare a predicted traffic volume and a communication quality measured on the day for an actual event held. Furthermore, we evaluate the possibility of estimating a communication quality using traffic prediction results and the validity of communication behavior model for traffic prediction. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | quality of mobile communication / event traffic / user behavior / multi agent simulation |
| Paper # | CQ2017-89 |
| Date of Issue | 2018-01-11 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2018/1/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | NII |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Video/Voice Services Quality, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, etc. |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Keio Univ.) |
| Assistant | Kenko Ota(Nippon Inst. of Tech.) / Norihiro Fukumoto(KDDI Research) / Ryo Yamamoto(UEC) |
| 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) | A study on estimation of mobile communication quality considering user communication behavior by multi agent simulation |
| Sub Title (in English) | |
| Keyword(1) | quality of mobile communication |
| Keyword(2) | event traffic |
| Keyword(3) | user behavior |
| Keyword(4) | multi agent simulation |
| 1st Author's Name | Akihiro Shiozu |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Daisuke Ikegami |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Jun Okamoto |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2018-01-18 |
| Paper # | CQ2017-89 |
| Volume (vol) | vol.117 |
| Number (no) | CQ-386 |
| Page | pp.pp.23-28(CQ), |
| #Pages | 6 |
| Date of Issue | 2018-01-11 (CQ) |