Presentation | 2017-01-19 A Study on Transmitter Beamforming Control Based on Firefly Algorithm for Massive MIMO Systems with Per-Antenna Power Constraint Takashi Yamanaka, Kenichi Higuchi, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In massive multiple-input multiple-output (MIMO) downlink, the transmitter beamforming (BF) to achieve the beamforming (power) gain and/or reduction in inter-user interference in multiuser MIMO case based on the channel state information (CSI)-feedback from the user terminals is essential. Massive MIMO requires large number of transmitter power amplifiers dedicated to each of transmitter antennas and allowable transmission power per power amplifiers (thus per transmitter antenna) is to be severely limited. Therefore, it is necessary to perform transmission BF in consideration of the limitation on the transmission power per antenna. In this paper, we consider the BF control using the firefly algorithm (FA) when there is a per-antenna transmission power constraint. FA is a kind of swarm intelligence and by mimicking the behavior of fireflies which moves toward neighbor fireflies based on distance and brightness of the neighbor fireflies, the solution to the multimodal optimization is obtained efficiently. By setting the BF matrix as a position of the firefly and the obtainable metric for the system throughput maximization as a brightness of the firefly, we apply the FA to the BF control. We evaluate the performance of BF control using FA from the viewpoint of the geometric mean user throughput by using computer simulations. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Massive MIMO / beamforming / firefly algorithm |
Paper # | IT2016-49,SIP2016-87,RCS2016-239 |
Date of Issue | 2017-01-12 (IT, SIP, RCS) |
Conference Information | |
Committee | IT / SIP / RCS |
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Conference Date | 2017/1/19(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Osaka City Univ. |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Signal Processing for Wireless Communications, Learning, Mathematical Science, Communication Theory, etc. |
Chair | Masayoshi Ohashi(Fukuoka Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Hidekazu Murata(Kyoto Univ.) |
Vice Chair | Jun Muramatsu(NTT) / Masahiro Okuda(Univ. of Kitakyushu) / Shogo Muramatsu(Niigata Univ.) / Satoshi Denno(Okayama Univ.) / Yukitoshi Sanada(Keio Univ.) / Eisuke Fukuda(Fujitsu Labs.) |
Secretary | Jun Muramatsu(Wakayama Univ.) / Masahiro Okuda(Yokohama College of Commerce) / Shogo Muramatsu(Ritsumeikan Univ.) / Satoshi Denno(Chiba Inst. of Tech.) / Yukitoshi Sanada(Toshiba) / Eisuke Fukuda(NTT DoCoMo) |
Assistant | Mitsugu Iwamoto(Univ. of Electro-Comm.) / Osamu Watanabe(Takushoku Univ.) / Tetsuya Yamamoto(Panasonic) / Toshihiko Nishimura(Hokkaido Univ.) / Koichi Ishihara(NTT) / Kazushi Muraoka(NEC) / Shinsuke Ibi(Osaka Univ.) |
Paper Information | |
Registration To | Technical Committee on Information Theory / Technical Committee on Signal Processing / Technical Committee on Radio Communication Systems |
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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 Transmitter Beamforming Control Based on Firefly Algorithm for Massive MIMO Systems with Per-Antenna Power Constraint |
Sub Title (in English) | |
Keyword(1) | Massive MIMO |
Keyword(2) | beamforming |
Keyword(3) | firefly algorithm |
1st Author's Name | Takashi Yamanaka |
1st Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
2nd Author's Name | Kenichi Higuchi |
2nd Author's Affiliation | Tokyo University of Science(Tokyo Univ. of Science) |
Date | 2017-01-19 |
Paper # | IT2016-49,SIP2016-87,RCS2016-239 |
Volume (vol) | vol.116 |
Number (no) | IT-394,SIP-395,RCS-396 |
Page | pp.pp.19-24(IT), pp.19-24(SIP), pp.19-24(RCS), |
#Pages | 6 |
Date of Issue | 2017-01-12 (IT, SIP, RCS) |