| Presentation | 2016-11-05 Optimization of Device-to-Device Communication by Coherent Ising Machine Kohei Hayashi, Hiroyuki Yasuda, Thong Huynh, Kaori Kuroda, Kazuyuki Aihara, Mikio Hasegawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The Coherent Ising Machine is the Ising model using a network of lasers with binary oscillation conditions. By mapping the MAX-CUT problem onto the network, and the Coherent Ising Machine can get the solution as the ground state of the Ising model. There is a technique that solves the combinatorial optimization problem using the Hopfield-Tank Neural Network, and the method for driving this neural network on the Coherent Ising Machine has been proposed. In this paper, we propose a method for solving the resource allocation problem in a wireless communication network including the direct communication between mobile communication terminals called Device-to-Device communication by using the Coherent Ising Machine. The optimal resource assignment by the Coherent Ising Machine improves the average throughputs of the mobile terminals random resource allocation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Coherent Ising Machine / Device-to-Device / Combinatorial Optimization |
| Paper # | CCS2016-44 |
| Date of Issue | 2016-10-28 (CCS) |
| Conference Information | |
| Committee | CCS |
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| Conference Date | 2016/11/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Sangyo Univ. (Musubiwaza Bldg.) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Interaction and Communication, etc. |
| Chair | Yasuhiro Tsubo(Ritsumeikan Univ.) |
| Vice Chair | Naoki Wakamiya(Osaka Univ.) / Mikio Hasegawa(Tokyo Univ. of Science) |
| Secretary | Naoki Wakamiya(Kyoto Sangyo Univ.) / Mikio Hasegawa(Osaka Univ.) |
| Assistant | Takayuki Kimura(Nippon Inst. of Tech.) / Song-Ju Kim(NIMS) / Ryo Takahashi(Kyoto Univ.) / Hidehiro Nakano(Tokyo City Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimization of Device-to-Device Communication by Coherent Ising Machine |
| Sub Title (in English) | |
| Keyword(1) | Coherent Ising Machine |
| Keyword(2) | Device-to-Device |
| Keyword(3) | Combinatorial Optimization |
| 1st Author's Name | Kohei Hayashi |
| 1st Author's Affiliation | Tokyo University of Science(TUS) |
| 2nd Author's Name | Hiroyuki Yasuda |
| 2nd Author's Affiliation | The University of Tokyo(UTokyo) |
| 3rd Author's Name | Thong Huynh |
| 3rd Author's Affiliation | Tokyo University of Science(TUS) |
| 4th Author's Name | Kaori Kuroda |
| 4th Author's Affiliation | Tokyo University of Science(TUS) |
| 5th Author's Name | Kazuyuki Aihara |
| 5th Author's Affiliation | The University of Tokyo(UTokyo) |
| 6th Author's Name | Mikio Hasegawa |
| 6th Author's Affiliation | Tokyo University of Science(TUS) |
| Date | 2016-11-05 |
| Paper # | CCS2016-44 |
| Volume (vol) | vol.116 |
| Number (no) | CCS-285 |
| Page | pp.pp.67-70(CCS), |
| #Pages | 4 |
| Date of Issue | 2016-10-28 (CCS) |