| Presentation | 2016-01-19 A Dynamic Resources Allocation Based on Learning Algorithm for Dense HetNets Atefeh Hajijamali Arani, Abolfazl Mehbodniya, Mohammad Javad Omidi, Fumiyuki Adachi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | One of the key challenges in dense heterogeneouswireless networks (HetNets) is to dynamically allocate the resourcessuch as power and channel in order to improve theenergy efficiency and throughput of the network. In this paper, we propose a dynamic channel assignment based on a learningalgorithm. Moreover, we combine it with a BS ON-OFF switchingalgorithm in order to improve the energy efficiency of the system. Especially, our proposed algorithm performs in a fully distributedway. Simulation results show that our proposed algorithm yieldsbetter performance in terms of average energy consumption andthroughput compared to the baseline algorithms. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Heterogeneous Wireless Networks / Energy Efficiency / Co-Channel Interference / Learning Algorithm |
| Paper # | IT2015-88,SIP2015-102,RCS2015-320 |
| Date of Issue | 2016-01-11 (IT, SIP, RCS) |
| Conference Information | |
| Committee | RCS / IT / SIP |
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| Conference Date | 2016/1/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kwansei Gakuin Univ. Osaka Umeda Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Signal Processing for Wireless Communications, Learning, Mathematical Science, Communication Theory, etc. |
| Chair | Makoto Taromaru(Fukuoka Univ.) / Yasutada Oohama(Univ. of Electro-Comm.) / Osamu Houshuyama(NEC) |
| Vice Chair | Hidekazu Murata(Kyoto Univ.) / Satoshi Denno(Okayama Univ.) / Yukitoshi Sanada(Keio Univ.) / Tadashi Wadayama(Nagoya Inst. of Tech.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Masahiro Okuda(Univ. of Kitakyushu) |
| Secretary | Hidekazu Murata(Mitsubishi Electric) / Satoshi Denno(NTT DoCoMo) / Yukitoshi Sanada(Univ. of Electro-Comm.) / Tadashi Wadayama(Wakayama Univ.) / Makoto Nakashizuka(NEC) / Masahiro Okuda(Ritsumeikan Univ.) |
| Assistant | Jun Mashino(NTT) / Tetsuya Yamamoto(Panasonic) / Takamichi Inoue(NEC) / Tomoya Tandai(Toshiba) / Toshihiko Nishimura(Hokkaido Univ.) / Takuya Kusaka(Okayama Univ.) / Takamichi Miyata(Chiba Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Radio Communication Systems / Technical Committee on Information Theory / Technical Committee on Signal Processing |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Dynamic Resources Allocation Based on Learning Algorithm for Dense HetNets |
| Sub Title (in English) | |
| Keyword(1) | Heterogeneous Wireless Networks |
| Keyword(2) | Energy Efficiency |
| Keyword(3) | Co-Channel Interference |
| Keyword(4) | Learning Algorithm |
| 1st Author's Name | Atefeh Hajijamali Arani |
| 1st Author's Affiliation | Isfahan University of Technology, Tohoku University(IUT/Tohoku Univ.) |
| 2nd Author's Name | Abolfazl Mehbodniya |
| 2nd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 3rd Author's Name | Mohammad Javad Omidi |
| 3rd Author's Affiliation | Isfahan University of Technology(IUT) |
| 4th Author's Name | Fumiyuki Adachi |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2016-01-19 |
| Paper # | IT2015-88,SIP2015-102,RCS2015-320 |
| Volume (vol) | vol.115 |
| Number (no) | IT-394,SIP-395,RCS-396 |
| Page | pp.pp.219-223(IT), pp.219-223(SIP), pp.219-223(RCS), |
| #Pages | 5 |
| Date of Issue | 2016-01-11 (IT, SIP, RCS) |