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2019 年度 実績報告書

Lattice Codes for Gaussian Wireless Networks Beyond 5G

研究課題

研究課題/領域番号 19H02137
研究機関北陸先端科学技術大学院大学

研究代表者

KURKOSKI Brian  北陸先端科学技術大学院大学, 先端科学技術研究科, 准教授 (80444123)

研究分担者 落合 秀樹  横浜国立大学, 大学院工学研究院, 教授 (20334576)
研究期間 (年度) 2019-04-01 – 2023-03-31
キーワードlattice / network codes / wireless communications / information theory / coding theory
研究実績の概要

For future wireless networks, several new methods using lattices and related techniques to increase the bandwidth efficiency, reduce computational complexity and reduce energy consumption were obtained. For integer-forcing MIMO systems where both users have multiple antennas orthogonal precoding outperforms unitary precoding in terms of achievable rate, outage probability, and error rate. The proposed scheme has lower complexity. Published in IEEE Trans on Wireless Communications and were presented at the IEEE Intl. Symp. on Information Theory in Paris, France. For OFDM systems with polar codes, a construction technique using shaping bit patterns significant reduces transmit power, PAPR gain 4.5 dB. Published IEEE Comm. Letters.

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

We published two journal papers in FY2019, so we judge our progress to be reasonable.

今後の研究の推進方策

For 2020, the plan is separated into four work packages WP1-WP4:
(WP1) Lattice Codes for IoT: Develop a new design method for short-block length lattices which minimizes the decoder word error rate using the error rates of the constituent codes for polar code lattices.
(WP2) Network Lattice Codes: Show that low-density lattice codes based on Eisenstein integers can be decoded with lower complexity than those based on Gaussian integers, without performance loss.
(WP3) Simple Gaussian Networks: Develop coding schemes for the compute-forward multiple-access strategy.
(WP4) Multi-Terminal Gaussian Networks: We will investigate an "expanded constellation" approach for compute-forward, in which t he decoder assumes a larger constellation than was used by the transmitter.

  • 研究成果

    (6件)

すべて 2020 2019

すべて 雑誌論文 (2件) (うち国際共著 2件、 査読あり 2件) 学会発表 (4件) (うち国際学会 2件、 招待講演 2件)

  • [雑誌論文] Steepest Gradient-Based Orthogonal Precoder for Integer-Forcing MIMO2020

    • 著者名/発表者名
      Hasan Mohammad Nur、Kurkoski Brian M.、Sakzad Amin、Viterbo Emanuele
    • 雑誌名

      IEEE Transactions on Wireless Communications

      巻: 19 ページ: 942~955

    • DOI

      10.1109/TWC.2019.2950010

    • 査読あり / 国際共著
  • [雑誌論文] A Novel PAPR Reduction Scheme for Polar-Coded OFDM Systems2019

    • 著者名/発表者名
      Matsumine Toshiki、Ochiai Hideki
    • 雑誌名

      IEEE Communications Letters

      巻: 23 ページ: 2372~2375

    • DOI

      10.1109/LCOMM.2019.2943334

    • 査読あり / 国際共著
  • [学会発表] On Design of Multilevel Coded Modulation Based on CRC-Concatenated Polar Codes2020

    • 著者名/発表者名
      Y. Yajima and H. Ochiai
    • 学会等名
      2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC)
    • 国際学会
  • [学会発表] Orthogonal Precoder for Integer-Forcing MIMO2019

    • 著者名/発表者名
      Hasan Mohammad Nur、Kurkoski Brian M.、Sakzad Amin、Viterbo Emanuele
    • 学会等名
      2019 IEEE International Symposium on Information Theory
    • 国際学会
  • [学会発表] From classification to quantization: Machine learning for communications2019

    • 著者名/発表者名
      Brian M. Kurkoski
    • 学会等名
      Symposium on Future of Telecommunication Technologies (Kuala Lumpur, Malaysia)
    • 招待講演
  • [学会発表] Introduction to lattice coding theory2019

    • 著者名/発表者名
      Brian M. Kurkoski
    • 学会等名
      Studium Generale at Telkom University (Bandung, Indonesia)
    • 招待講演

URL: 

公開日: 2021-01-27  

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