| Presentation | 2017-03-03 QoE enhancement for video streaming based on a human perceptual mechanism Daichi Kominami, Takanori Iwai, Hideyuki Shimonishi, Masayuki Murata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the near future, we will be able to access to all sorts of information via information networks. Then, it is desired to realize a network control that can flexibly deal with various user requirements. Recently, quality of experience (QoE) for users is focused and various research has studied on the improvement of it. Since QoE is a subjective value, it changes from moment to moment. Therefore, in order to improve the QoE of users, it is essential to perform an appropriate control under uncertain user's QoE information. In this research, we use the Bayesian attractor model that simulates the information recognition based on uncertain observation in the human brain. We apply this model for estimating user QoE and the estmated QoE is used for a rate control of a video streaming application. We show that the proposed control method can choose an adequate video rate to improve user QoE under uncertain observation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Bayesian attractor model / quality of experience / quality of service / MPEG DASH |
| Paper # | NS2016-221 |
| Date of Issue | 2017-02-23 (NS) |
| Conference Information | |
| Committee | NS / IN |
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| Conference Date | 2017/3/2(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OKINAWA ZANPAMISAKI ROYAL HOTEL |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Hideki Tode(Osaka Pref. Univ.) / Katsunori Yamaoka(Tokyo Inst. of Tech.) |
| Vice Chair | Yoshikatsu Okazaki(NTT) / Takuji Kishida(NTT) |
| Secretary | Yoshikatsu Okazaki(Kyushu Inst. of Tech.) / Takuji Kishida(NTT) |
| Assistant | Shohei Kamamura(NTT) / Kunitake Kaneko(Keio Univ.) / Takashi Natsume(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Network Systems / Technical Committee on Information Networks |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | QoE enhancement for video streaming based on a human perceptual mechanism |
| Sub Title (in English) | |
| Keyword(1) | Bayesian attractor model |
| Keyword(2) | quality of experience |
| Keyword(3) | quality of service |
| Keyword(4) | MPEG DASH |
| 1st Author's Name | Daichi Kominami |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Takanori Iwai |
| 2nd Author's Affiliation | NEC Corporation(NEC) |
| 3rd Author's Name | Hideyuki Shimonishi |
| 3rd Author's Affiliation | NEC Corporation(NEC) |
| 4th Author's Name | Masayuki Murata |
| 4th Author's Affiliation | Osaka University(Osaka Univ.) |
| Date | 2017-03-03 |
| Paper # | NS2016-221 |
| Volume (vol) | vol.116 |
| Number (no) | NS-484 |
| Page | pp.pp.365-370(NS), |
| #Pages | 6 |
| Date of Issue | 2017-02-23 (NS) |