Presentation 2017-07-21
Performance Evaluation of Blind MIMO System Using Independent Component Analysis and Its Application to Secret Information Transmission
Satoshi Kirino, Hideichi Sasaoka, Hisato Iwai,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) This paper evaluated the performance of blind MIMO scheme using ICA in various multi-level QAM and MIMO-OFDM systems. As a result of the simulation, it is confirmed that the weight of ICA converges if the block length is sufficiently long, and achieve the same BER performance as E-SDM when the weight converges. This paper investigated countermeasures against eavesdropping on ICA as an application of confidential information transmission in order to make eavesdropping by ICA difficult. Therefore, this paper proposed a method using Vector Perturbation so that the amplitude of multilevel modulation approaches the Gaussian distribution. Simulation results show that the proposed method greatly degrades the BER performance of eavesdropping stations while suppressing deterioration of BER performance between regular stations.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) MIMO / OFDM / Independent Component Analysis / Secret Information Transmission / Vector Perturbation
Paper # RCS2017-134
Date of Issue 2017-07-12 (RCS)

Conference Information
Committee NS / ASN / RCC / RCS / SR
Conference Date 2017/7/19(3days)
Place (in Japanese) (See Japanese page)
Place (in English) Hokkaido Univ.
Topics (in Japanese) (See Japanese page)
Topics (in English) Wireless Distributed Network, M2M (Machine-to-Machine), D2D (Device-to-Device),etc.
Chair Hideki Tode(Osaka Pref. Univ.) / Hiraku Okada(Nagoya Univ.) / Shinsuke Hara(Osaka City Univ.) / Hidekazu Murata(Kyoto Univ.) / Kenta Umebayashi(Tokyo Univ. of Agric. and Tech.)
Vice Chair Yoshikatsu Okazaki(NTT) / Shigeki Shiokawa(KAIT) / Jin Nakazawa(Keio Univ.) / Satoru Yamano(NEC) / Kazunori Hayashi(Osaka City Univ.) / Ryu Miura(NICT) / Yukitoshi Sanada(Keio Univ.) / Eisuke Fukuda(Fujitsu Labs.) / Satoshi Suyama(NTT DoCoMo) / Masayuki Ariyoshi(NEC) / Suguru Kameda(Tohoku Univ.)
Secretary Yoshikatsu Okazaki(Kyushu Inst. of Tech.) / Shigeki Shiokawa(NTT) / Jin Nakazawa(NICT) / Satoru Yamano(Sophia Univ.) / Kazunori Hayashi(Kagawa Univ.) / Ryu Miura(Hokkaido Univ.) / Yukitoshi Sanada(Toshiba) / Eisuke Fukuda(Hokkaido Univ.) / Satoshi Suyama(NICT) / Masayuki Ariyoshi(ATR) / Suguru Kameda
Assistant Kenichi Kashibuchi(NTT) / Hiroto Aida(Doshisha Univ.) / Tomoyuki Ota(Hiroshima City Univ.) / Tatsuya Kikuzuki(Fujitu Lab.) / Ryo Nakano(HITACHI) / Yoshifumi Hotta(Mitsubishi Electric) / Toshinori Kagawa(NICT) / Kentaro Kobayashi(Nagoya Univ.) / Tetsuya Yamamoto(Panasonic) / Koichi Ishihara(NTT) / Kazushi Muraoka(NEC) / Shinsuke Ibi(Osaka Univ.) / Hiroshi Nishimoto(Mitsubishi Electric) / Mamiko Inamori(Tokai Univ.) / Hiroyuki Shiba(NTT) / Gia Khanh Tran(Tokyo Inst. of Tech.) / Syusuke Narieda(NIT, Akashi College)

Paper Information
Registration To Technical Committee on Network Systems / Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Reliable Communication and Control / Technical Committee on Radio Communication Systems / Technical Committee on Smart Radio
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Performance Evaluation of Blind MIMO System Using Independent Component Analysis and Its Application to Secret Information Transmission
Sub Title (in English)
Keyword(1) MIMO
Keyword(2) OFDM
Keyword(3) Independent Component Analysis
Keyword(4) Secret Information Transmission
Keyword(5) Vector Perturbation
1st Author's Name Satoshi Kirino
1st Author's Affiliation Doshisha University(Doshisha Univ.)
2nd Author's Name Hideichi Sasaoka
2nd Author's Affiliation Doshisha University(Doshisha Univ.)
3rd Author's Name Hisato Iwai
3rd Author's Affiliation Doshisha University(Doshisha Univ.)
Date 2017-07-21
Paper # RCS2017-134
Volume (vol) vol.117
Number (no) RCS-132
Page pp.pp.209-214(RCS),
#Pages 6
Date of Issue 2017-07-12 (RCS)