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Study on underdetermined linear systems in communications

Research Project

Project/Area Number 15K06064
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionOsaka City University (2017)
Kyoto University (2015-2016)

Principal Investigator

Hayashi Kazunori  大阪市立大学, 大学院工学研究科, 教授 (50346102)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywords離散値ベクトル / スパース / 劣決定線形システム / 圧縮センシング / 線形観測 / 離散性 / スパース性 / 近似メッセージ伝搬法 / 合意伝搬法 / 状態発展法 / 過負荷MIMO / 近似メッセージパッシング
Outline of Final Research Achievements

We have developed reconstruction methods of a (possibly sparse) discrete-valued vector from its underdetermined linear measurements, and applied the methods to various problems in communications. Main results are as follows. 1) development of low computational complexity reconstruction algorithms of a discrete-valued vector. 2) theoretical analysis on the condition for the perfect reconstruction via the proposed methods. 3) demonstrations of the effectiveness of the proposed approach through applications to various problems in communications.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (52 results)

All 2018 2017 2016 2015

All Journal Article (8 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 8 results,  Open Access: 4 results,  Acknowledgement Compliant: 3 results) Presentation (44 results) (of which Int'l Joint Research: 19 results)

  • [Journal Article] An Optimized Link Layer Design for Communication-Based Train Control Systems Using WLAN2018

    • Author(s)
      Dong Qisheng、Hayashi Kazunori、Kaneko Megumi
    • Journal Title

      IEEE Access

      Volume: 6 Pages: 6865-6877

    • DOI

      10.1109/access.2017.2763173

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multiuser Detection Based on MAP Estimation With Sum-of-Absolute-Values Relaxation2017

    • Author(s)
      Sasahara Hampei、Hayashi Kazunori、Nagahara Masaaki
    • Journal Title

      IEEE Transactions on Signal Processing

      Volume: 65 Issue: 21 Pages: 5621-5634

    • DOI

      10.1109/tsp.2017.2740164

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Convex Optimization Based Signal Detection for Massive Overloaded MIMO Systems2017

    • Author(s)
      R. Hayakawa and K. Hayashi
    • Journal Title

      IEEE Transactions on Wireless Communications

      Volume: Vol. 16, No. 11 Issue: 11 Pages: 7080-7091

    • DOI

      10.1109/twc.2017.2739140

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Error Recovery for Massive MIMO Signal Detection via Reconstruction of Discrete-Valued Sparse Vector2017

    • Author(s)
      R. Hayakawa and K. Hayashi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E100.A Issue: 12 Pages: 2671-2679

    • DOI

      10.1587/transfun.E100.A.2671

    • NAID

      130006236494

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Distributed Resource Allocation with Local CSI Overhearing and Scheduling Prediction for OFDMA Heterogeneous Networks2017

    • Author(s)
      M. Kaneko, T. Nakano, K. Hayashi, T. Kamenosono and H. Sakai
    • Journal Title

      IEEE Transactions on Vehicular Technology

      Volume: Vol. 66, No. 2 Issue: 2 Pages: 1186-1199

    • DOI

      10.1109/tvt.2016.2555840

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Self-Organized Inter-Cell Interference Coordination Based on Partial CSI Sharing in Heterogeneous Networks Employing Cell Range Expansion2016

    • Author(s)
      T. Kamenosono, M. Kaneko, K. Hayashi, and Lila Boukhatem
    • Journal Title

      IEICE Transactions on Communications

      Volume: E99.B Issue: 8 Pages: 1780-1788

    • DOI

      10.1587/transcom.2015CCP0032

    • NAID

      130005254021

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Lattice Reduction-Aided Detection for Overloaded MIMO Using Slab Decoding2016

    • Author(s)
      R. Hayakawa, K. Hayashi, and M. Kaneko
    • Journal Title

      IEICE Transactions on Communications

      Volume: E99.B Issue: 8 Pages: 1697-1705

    • DOI

      10.1587/transcom.2015CCP0014

    • NAID

      130005254059

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed
  • [Journal Article] Symbol Detection for Faster-Than-Nyquist Signaling by Sum-of-Absolute-Values Optimization2016

    • Author(s)
      H. Sasahara, K. Hayashi and M. Nagahara
    • Journal Title

      IEEE Signal Processing Letters

      Volume: 23(12) Issue: 12 Pages: 1853-1857

    • DOI

      10.1109/lsp.2016.2625839

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 総和伝搬法を用いた分散近似メッセージ伝搬アルゴリズム2018

    • Author(s)
      早川 諒、中井彩乃、林 和則
    • Organizer
      電子情報通信学会信号処理研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 凸最適化を用いた上りリンク過負荷MU-MIMO OFDM信号検出法2018

    • Author(s)
      河 翔碩、中井彩乃、林 和則
    • Organizer
      電子情報通信学会無線通信システム研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 信号の離散性を利用したIoT環境のための上りリンク過負荷MU-MIMO OFDM信号検出法2018

    • Author(s)
      河 翔碩、中井彩乃、林 和則
    • Organizer
      電子情報通信学会2018総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] An Adaptive Combination Rule for Diffusion LMS based on Consensus Propagation2018

    • Author(s)
      A. Nakai、K. Hayashi
    • Organizer
      2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Distributed Approximate Message Passing with Summation Propagation2018

    • Author(s)
      R. Hayakawa、K. Hayashi
    • Organizer
      2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 合意伝搬法を用いた拡散LMSアルゴリズム2017

    • Author(s)
      中井彩乃,林 和則
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学 (名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 離散値ベクトル再構成のための近似メッセージ伝搬アルゴリズム2017

    • Author(s)
      早川 諒,林 和則
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      大阪市立大学 (大阪市)
    • Year and Date
      2017-01-19
    • Related Report
      2016 Research-status Report
  • [Presentation] QAM信号のBER不均一性を利用した状態フィードバック通信のための符号化法2017

    • Author(s)
      細野貴士、林 和則
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Discreteness-Aware AMP for Reconstruction of Symmetrically Distributed Discrete Variables2017

    • Author(s)
      R. Hayakawa、K. Hayashi
    • Organizer
      The 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Adaptive Modulation and Coding Design for Communication-Based Train Control Systems Using IEEE 802.11 MAC with RTS/CTS2017

    • Author(s)
      Q. Dong、K. Hayashi、M. Kaneko
    • Organizer
      The 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Pool Control Method for Adaptive Group Testing with Boolean Compressed Sensing2017

    • Author(s)
      L. Yujia、K. Hayashi
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Robust Arbitrary Unicast Transmission over Multi-way Relay Channel with CSI Error2017

    • Author(s)
      Y. Cao、K. Hayashi
    • Organizer
      電子情報通信学会2017ソサイエティ大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ループを含むグラフ上での合意伝搬法を利用した拡散LMSアルゴリズム2017

    • Author(s)
      中井彩乃、林 和則
    • Organizer
      電子情報通信学会2017ソサイエティ大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Dynamic ICIC for Post-Scheduling Outage Probability Minimization in Small Cell Networks2017

    • Author(s)
      M. Kaneko、T. Kamenosono、K. Hayashi
    • Organizer
      2017 IEEE 86th Vehicular Technology Conference (VTC2017-Fall)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 通信路情報誤差を考慮したマルチウェイ中継ネットワークにおける ミニマックス法による任意ユニキャスト伝送2017

    • Author(s)
      曹 越池、林 和則
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] A New Pool Control Method for Boolean Compressed Sensing Based Adaptive Group Testing2017

    • Author(s)
      L. Yujia、K. Hayashi
    • Organizer
      2017 APSIPA Annual Summit and Conference (APSIPA ASC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Diffusion LMS Using Consensus Propagation2017

    • Author(s)
      A. Nakai、K. Hayashi
    • Organizer
      2017 APSIPA Annual Summit and Conference (APSIPA ASC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Binary Vector Reconstruction via Discreteness-Aware Approximate Message Passing2017

    • Author(s)
      R. Hayakawa、K. Hayashi
    • Organizer
      2017 APSIPA Annual Summit and Conference (APSIPA ASC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Arbitrary Unicast Transmission over MIMO Multi-way Relay Channel with Imperfect CSI2016

    • Author(s)
      Y. Cao, K. Hayashi and F. Wang
    • Organizer
      2016 APSIPA Annual Summit and Conference (APSIPA ASC 2016)
    • Place of Presentation
      Jeju (Korea)
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Direction-Of-Arrival Estimation via Khatri-Rao Subspace Using Compressed Sensing2016

    • Author(s)
      H. Mukumoto, K. Hayashi and M. Kaneko
    • Organizer
      2016 APSIPA Annual Summit and Conference (APSIPA ASC 2016)
    • Place of Presentation
      Jeju (Korea)
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A New Pool Size Control Method for Boolean Compressed Sensing Based Adaptive Group Testing2016

    • Author(s)
      L. Yujia, K. Hayashi
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      サンポートホール高松(高松市)
    • Year and Date
      2016-12-01
    • Related Report
      2016 Research-status Report
  • [Presentation] Error Recovery with Relaxed MAP Estimation for Massive MIMO Signal Detection2016

    • Author(s)
      R. Hayakawa, K. Hayashi
    • Organizer
      2016 International Symposium on Information Theory and Its Applications (ISITA 2016)
    • Place of Presentation
      Montrey (USA)
    • Year and Date
      2016-10-30
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Adaptive Modulation and Coding scheme for Communication-Based Train control systems using WLAN2016

    • Author(s)
      Q. Dong, K. Hayashi, M. Kaneko
    • Organizer
      電子情報通信学会第2回CQ基礎講座ワークショップ
    • Place of Presentation
      JA長野県ビル (長野市)
    • Year and Date
      2016-10-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Performance Evaluation of Adaptive Modulation and Coding Scheme for WLAN based Communication-Based Train Control Systems2016

    • Author(s)
      Q. Dong, K. Hayashi, M. Kaneko
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      北海道大学(札幌市)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Research-status Report
  • [Presentation] A New Adaptive Modulation and Coding Method for Communication-Based Train Control Systems Using WLAN2016

    • Author(s)
      Q. Dong, K. Hayashi, M. Kaneko
    • Organizer
      The 6th IFAC Workshop on Distributed Estimation and Control in Networked Systems
    • Place of Presentation
      Tokyo (JAPAN)
    • Year and Date
      2016-09-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] クラウド無線アクセスネットワークのためのフロントホール制約を考慮したビームフォーミング法の一検討2016

    • Author(s)
      香月諒大,金子めぐみ,林 和則
    • Organizer
      電子情報通信学会コミュニケーションクオリティ研究会
    • Place of Presentation
      筑波山温泉(つくば市)
    • Year and Date
      2016-08-29
    • Related Report
      2016 Research-status Report
  • [Presentation] Massive Overloaded MIMO Signal Detection via Convex Optimization with Proximal Splitting2016

    • Author(s)
      R. Hayakawa, K. Hayashi, H. Sasahara and M. Nagahara
    • Organizer
      2016 European Signal Processing Conference (EUSIPCO 2016)
    • Place of Presentation
      Budapest (Hungary)
    • Year and Date
      2016-08-29
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Cardinality Estimation of Positive Items for Boolean Compressed Sensing Based Adaptive Group Testing2016

    • Author(s)
      L. Yujia, K. Hayashi
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      名古屋工業大学(名古屋市)
    • Year and Date
      2016-07-20
    • Related Report
      2016 Research-status Report
  • [Presentation] Control Theoretical Approach for Single-Frequency Full-Duplex Wireless Relaying2016

    • Author(s)
      H. Sasahara, K. Hayashi, M. Nagahara, and Y. Yamamoto
    • Organizer
      The 22nd International Symposium on Mathematical Theory of Networks and Systems (MTNS)
    • Place of Presentation
      Minneapolis (USA)
    • Year and Date
      2016-07-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Adaptive Modulation and Coding Scheme for Communication-Based Train Control Systems with CSMA/CA2016

    • Author(s)
      Q. Dong, K. Hayashi, M. Kaneko, T. Kamenosono
    • Organizer
      第60回システム制御情報学会研究発表講演会(SCI’16)
    • Place of Presentation
      京都テルサ (京都市)
    • Year and Date
      2016-05-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Multiuser Detection by MAP Estimation with Sum-of-Absolute-Values Relaxation2016

    • Author(s)
      H. Sasahara, K. Hayashi, and M. Nagahara
    • Organizer
      2016 IEEE International Conference on Communications (ICC 2016)
    • Place of Presentation
      Kuala Lumpur (Malaysia)
    • Year and Date
      2016-05-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] セルレンジ拡張を用いたHetNetのための通信路情報共有に基づく半自律分散型セル間干渉制御法2016

    • Author(s)
      亀之園卓也,金子めぐみ,林 和則,Lila Boukhatem
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      関西大学うめきたラボラトリ(大阪市北区)
    • Year and Date
      2016-01-29
    • Related Report
      2015 Research-status Report
  • [Presentation] A Study on Overloaded MIMO Signal Detection Using Slab Decoding and Lattice Reduction2016

    • Author(s)
      R. Hayakawa, K. Hayashi, M. Kaneko
    • Organizer
      電子情報通信学会信号処理専門委員会
    • Place of Presentation
      関西学院大学(大阪市北区)
    • Year and Date
      2016-01-19
    • Related Report
      2015 Research-status Report
  • [Presentation] 凸最適化を用いたMIMO信号検出法の特性評価2016

    • Author(s)
      早川 諒,林 和則
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      機械振興会館(東京都港区)
    • Related Report
      2016 Research-status Report
  • [Presentation] Pool Size Control for Adaptive Group Testing via Boolean Compressed Sensing with Solution Space Reduction2015

    • Author(s)
      R. Kawasaki, K. Hayashi, and M. Kaneko
    • Organizer
      2015 APSIPA Annual Summit and Conference (APSIPA ASC 2015)
    • Place of Presentation
      Hong Kong
    • Year and Date
      2015-12-17
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time-Domain Equalization for Single-Frequency Full-Duplex Wireless Relay Using H2 Optimal Control2015

    • Author(s)
      H. Sasahara, K. Hayashi, and M. Nagahara
    • Organizer
      The 47th International Symposium on Stochastic Systems Theory and Its Applications (SSS’15)
    • Place of Presentation
      Hawaii (USA)
    • Year and Date
      2015-12-05
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 近接分離による凸最適化を用いた大規模過負荷MIMO信号検出法2015

    • Author(s)
      早川 諒,林 和則,笹原帆平,永原正章
    • Organizer
      第38回情報理論とその応用シンポジウム (SITA2015)
    • Place of Presentation
      下電ホテル(倉敷市)
    • Year and Date
      2015-11-25
    • Related Report
      2015 Research-status Report
  • [Presentation] Self-Organized Resource Allocation Based on CSI Overhearing in Heterogeneous Networks Employing Cell Range Expansion2015

    • Author(s)
      T. Kamenosono, M. kaneko, K. Hayashi, and L. Boukhatem
    • Organizer
      The 21st Asia-Pacific Conference on Communications (APCC 2015)
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-10-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] An Overloaded MIMO Signal Detection Scheme with Slab Decoding and Lattice Reduction2015

    • Author(s)
      R. Hayakawa, K. Hayashi, and M. Kaneko
    • Organizer
      The 21st Asia-Pacific Conference on Communications (APCC 2015)
    • Place of Presentation
      Kyoto (JAPAN)
    • Year and Date
      2015-10-14
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 送信シンボルの離散性を利用した大規模過負荷MIMO信号検出法2015

    • Author(s)
      早川 諒,林 和則,笹原帆平,永原正章
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Place of Presentation
      東北大学(仙台市)
    • Year and Date
      2015-09-09
    • Related Report
      2015 Research-status Report
  • [Presentation] セルレンジ拡張を用いたHetNetのための部分通信路情報共有に基づく自律分散型リソース割り当て法2015

    • Author(s)
      亀之園卓也,金子めぐみ,林 和則,Lila Boukhatem
    • Organizer
      電子情報通信学会コミュニケーションクオリティ研究会
    • Place of Presentation
      京都工芸繊維大学(京都市)
    • Year and Date
      2015-09-02
    • Related Report
      2015 Research-status Report
  • [Presentation] H2最適制御に基づくMMSE基準時間領域等化を用いた単一周波数全二重無線中継2015

    • Author(s)
      笹原帆平,永原正章,林 和則,山本 裕
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      JA長野県ビル(長野市)
    • Year and Date
      2015-07-29
    • Related Report
      2015 Research-status Report
  • [Presentation] スラブ復号と格子基底縮小を用いた低演算量な過負荷MIMO信号検出法2015

    • Author(s)
      早川 諒,林 和則,金子めぐみ
    • Organizer
      電子情報通信学会高信頼制御通信研究会
    • Place of Presentation
      機械振興会館(東京都港区)
    • Year and Date
      2015-05-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Cell Range Expansionを適用したヘテロジーニアスネットワーク下りリンクのための通信路情報オーバーヒアに基づく分散リソース割り当て法の一検討2015

    • Author(s)
      亀之園卓也,金子めぐみ,林 和則
    • Organizer
      電子情報通信学会無線通信システム研究会
    • Place of Presentation
      機械振興会館(東京都港区)
    • Year and Date
      2015-05-22
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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