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Blind Channel Estimation for Massive MIMO

Research Project

Project/Area Number 15K13987
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Communication/Network engineering
Research InstitutionToyohashi University of Technology

Principal Investigator

Takeuchi Keigo  豊橋技術科学大学, 工学(系)研究科(研究院), 准教授 (30549697)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords情報通信工学 / 情報理論 / 大規模MIMO / 通信路推定 / 圧縮センシング
Outline of Final Research Achievements

Massive multiple-input multiple-output (MIMO) is a system to realize high-speed data transmission by using more antennas at the base station (BS) than the number of users. As a main factor to degrade the performance of massive MIMO, pilot contamination was pointed out in uplink channel estimation. To solve this issue, we have constructed an iterative method of blind channel estimation based on approximate message passing proposed in the field of compressed sensing. Use of an appropriate initialization can improve the convergence property of the proposed method even in highly loaded systems.

Report

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

    (15 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (6 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 6 results,  Acknowledgement Compliant: 3 results,  Open Access: 1 results) Presentation (8 results) (of which Int'l Joint Research: 3 results,  Invited: 2 results)

  • [Int'l Joint Research] National Sun Yat-sen University(台湾)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Rigorous Dynamics of Expectation-Propagation Signal Detection via the Conjugate Gradient Method2017

    • Author(s)
      K. Takeuchi and C.-K. Wen
    • Journal Title

      Proc. 18th IEEE Int. Workshop Sig. Process. Advances Wirel. Commun.

      Volume: - Pages: 88-92

    • DOI

      10.1109/spawc.2017.8227654

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Orthogonal Approximate Message Passing for GFDM Detection2017

    • Author(s)
      S. Zhang, C.-K. Wen, K. Takeuchi, and S. Jin
    • Journal Title

      Proc. 18th IEEE Int. Workshop Sig. Process. Advances Wirel. Commun.

      Volume: - Pages: 695-699

    • DOI

      10.1109/spawc.2017.8227773

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Rigorous Dynamics of Expectation-Propagation-Based Signal Recovery from Unitarily Invariant Measurements2017

    • Author(s)
      K. Takeuchi
    • Journal Title

      Proc. 2017 IEEE Int. Symp. Inf. Theory

      Volume: - Pages: 501-505

    • DOI

      10.1109/isit.2017.8006578

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Asymptotic Optimality of QPSK Faster-than-Nyquist Signaling in Massive MIMO Systems2016

    • Author(s)
      K. Takeuchi
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

      Volume: E99.A Issue: 12 Pages: 2192-2201

    • DOI

      10.1587/transfun.E99.A.2192

    • NAID

      130005170500

    • ISSN
      0916-8508, 1745-1337
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Spatial Modulation Achieves Information-Theoretically Optimal Energy Efficiency2015

    • Author(s)
      K. Takeuchi
    • Journal Title

      IEEE Commun. Lett.

      Volume: 19 Issue: 7 Pages: 1133-1136

    • DOI

      10.1109/lcomm.2015.2433271

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Second-Order Optimality of Generalized Spatial Modulation for MIMO Channels with No CSI2015

    • Author(s)
      K. Takeuchi
    • Journal Title

      IEEE Wireless Commun. Lett.

      Volume: 4 Issue: 6 Pages: 613-616

    • DOI

      10.1109/lwc.2015.2475742

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] メッセージ伝播復調法の新展開:期待値伝播法2018

    • Author(s)
      竹内啓悟
    • Organizer
      電子情報通信学会情報理論/信号処理/無線通信システム研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] Rigorous Dynamics of Expectation-Propagation Signal Detection via the Conjugate Gradient Method2017

    • Author(s)
      K. Takeuchi and C.-K. Wen
    • Organizer
      18th IEEE Int. Workshop Sig. Process. Advances Wirel. Commun.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Orthogonal Approximate Message Passing for GFDM Detection2017

    • Author(s)
      S. Zhang, C.-K. Wen, K. Takeuchi, and S. Jin
    • Organizer
      18th IEEE Int. Workshop Sig. Process. Advances Wirel. Commun.
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Rigorous Dynamics of Expectation-Propagation-Based Signal Recovery from Unitarily Invariant Measurements2017

    • Author(s)
      K. Takeuchi
    • Organizer
      2017 IEEE Int. Symp. Inf. Theory
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 近似的期待値伝播法による超ナイキストレート信号の反復等化2016

    • Author(s)
      竹内啓悟,C.-K. Wen
    • Organizer
      第39回情報理論とその応用シンポジウム
    • Place of Presentation
      岐阜県高山市
    • Year and Date
      2016-12-13
    • Related Report
      2016 Research-status Report
  • [Presentation] 大規模MIMOに対する超ナイキストレートQPSK信号伝送の漸近最適性2015

    • Author(s)
      竹内啓悟
    • Organizer
      第38回情報理論とその応用シンポジウム
    • Place of Presentation
      岡山県倉敷市
    • Year and Date
      2015-11-24
    • Related Report
      2015 Research-status Report
  • [Presentation] MIMO通信路に対する空間変調の2次最適性2015

    • Author(s)
      竹内啓悟
    • Organizer
      第38回情報理論とその応用シンポジウム
    • Place of Presentation
      岡山県倉敷市
    • Year and Date
      2015-11-24
    • Related Report
      2015 Research-status Report
  • [Presentation] AMPアルゴリズムに基づく大規模MIMOのデータと通信路の反復推定2015

    • Author(s)
      小林裕和,竹内啓悟
    • Organizer
      第38回情報理論とその応用シンポジウム
    • Place of Presentation
      岡山県倉敷市
    • Year and Date
      2015-11-24
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2022-08-18  

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