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Development of a Multi-Valued Symbol Detection Method Utilizing Statistical Evaluation Techniques for High-Speed Multi-Valued Data Transmission

Research Project

Project/Area Number 21K11819
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 60040:Computer system-related
Research InstitutionOyama National College of Technology

Principal Investigator

Yosuke Iijima  小山工業高等専門学校, 電気電子創造工学科, 准教授 (90565441)

Project Period (FY) 2021-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2023: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2022: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2021: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords高速ディジタル伝送 / 多値伝送方式 / 伝送歪み / 多値符号判定 / 統計的評価 / 2次元マッピング / Linear mixture model
Outline of Research at the Start

半導体素子の高性能化に伴い、大規模集積回路システム内の電気配線上での通信の高速化の要求が増している。これの要求に対して、通信の大容量化に向けた多値伝送方式の採用が進む一方で、雑音耐性の低下や符号間干渉の影響が複雑化してきている。本研究では、計算機システムにおける更なる通信の大容量化や低消費電力化などの要求に対応するためには、受信端でのシンボル分布推定に基づく多値符号判定を新提案し、その符号判定の有効性と回路実装方法を検討し、新概念での高速多値伝送に向けた要素技術の確立を目指す。

Outline of Final Research Achievements

In this study, we investigated a novel multi-valued symbol determination method for high-speed transmission techniques within large-scale integrated circuit systems, focusing on the PAM-4 (Pulse Amplitude Modulation-4) data transmission scheme. We examined the unique symbol transition patterns of multi-level transmission and their impact on receiver characteristics. A new transmission evaluation method using two-dimensional mapping was developed, along with a corresponding symbol determination approach. Throughout the research, we explored the elemental technologies necessary for implementation and assessed the feasibility of symbol determination in situations where traditional eye pattern evaluation was challenging. We also conducted a fundamental evaluation of a high-speed transmission system based on the proposed method, demonstrating its effectiveness.

Academic Significance and Societal Importance of the Research Achievements

本研究成果は、高速な通信システムにおける通信品質の評価に用いられる従来のアイパターン評価に加えて、新たな評価手法を提案するものである。本研究成果の手法は、未知の送信データにて符号間干渉の影響を評価する事ができ、受信端でのサンプリング値のみを用いることから伝送システム上でのリアルタイムでの評価も期待できる。さらに、この評価手法に基づく新たな概念での伝送システムの構成に向けた要素技術を開発した。

Report

(4 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • Research Products

    (19 results)

All 2024 2023 2022 2021 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results) Presentation (12 results) (of which Int'l Joint Research: 9 results) Remarks (3 results)

  • [Journal Article] Evaluation of Multi-valued Data Transmission in Two-Dimensional Symbol Mapping using Linear Mixture Model2024

    • Author(s)
      Yosuke IIJIMA , Atsunori OKADA , Yasushi YUMINAKA
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: Vol.E107-D,No.8

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evaluation and Symbol Classification of Multi-Valued Signaling Using Two-Dimensional Symbol Mapping with Linear Mixture Model2023

    • Author(s)
      Iijima Yosuke、Nakajima Kazuharu、Yuminaka Yasushi
    • Journal Title

      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)

      Volume: - Pages: 99-104

    • DOI

      10.1109/ismvl57333.2023.00029

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] PAM-4 Data Transmission Quality Evaluation Using Two- and Three-Dimensional Mapping of Received Symbols2023

    • Author(s)
      Yuminaka Yasushi、Nakajima Kazuharu、Iijima Yosuke
    • Journal Title

      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)

      Volume: - Pages: 94-98

    • DOI

      10.1109/ismvl57333.2023.00028

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Efficient PAM-4 Symbol Estimation Using Soft Clustering2022

    • Author(s)
      Yosuke Iijima、 Yasushi Yuminaka
    • Journal Title

      Journal of Applied Logics

      Volume: 9 Pages: 675-690

    • Related Report
      2022 Research-status Report
    • Peer Reviewed
  • [Presentation] 多値遷移特徴に基づく波形整形手法に関する検討2024

    • Author(s)
      岡田篤典, 飯島洋祐, 弓仲康史
    • Organizer
      第37回多値論理とその応用研究会
    • Related Report
      2023 Annual Research Report
  • [Presentation] Equalization for Compensation of Intersymbol Relationship of Multi-Valued Signaling Using Two-Dimensional Symbol Mapping2024

    • Author(s)
      Yosuke Iijima, Atsunori Okada, and Yasushi Yuminaka
    • Organizer
      2024 IEEE 54th International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Specialized Waveform Equalization Techniques for Multi-Valued Data Transmission2024

    • Author(s)
      Yasushi Yuminaka, Hayate Hasegawa, Nagito Ishida, and Yosuke Iijima
    • Organizer
      2024 IEEE 54th International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Experimental Results of Symbol Classification Using Two-dimensional Mapping on FPGA2023

    • Author(s)
      Yukihiro Sugiyama, Yosuke Iijima, Yasushi Yuminaka
    • Organizer
      32nd International Workshop on Post-Binary ULSI Systems
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation and Symbol Classification of Multi-Valued Signaling Using Two-Dimensional Symbol Mapping with Linear Mixture Model2023

    • Author(s)
      Yosuke Iijima, Kazuharu Nakajima, Yasushi Yuminaka
    • Organizer
      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] PAM-4 Data Transmission Quality Evaluation Using Two- and Three-Dimensional Mapping of Received Symbols2023

    • Author(s)
      Yasushi Yuminaka, Kazuharu Nakajima, Yosuke Iijima
    • Organizer
      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation and Symbol Classification of Multi-Valued Signaling Using Two-Dimensional Symbol Mapping with Linear Mixture Model2023

    • Author(s)
      Yosuke Iijima、Kazuharu Nakajima、Yasushi Yuminaka
    • Organizer
      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] PAM-4 Data Transmission Quality Evaluation Using Two- and Three-Dimensional Mapping of Received Symbols2023

    • Author(s)
      Yasushi Yuminaka、Kazuharu Nakajima、Yosuke Iijima
    • Organizer
      2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2022 Research-status Report
    • Int'l Joint Research
  • [Presentation] 受信シンボルの3次元マッピングによるPAM-4信号伝送品質評価2022

    • Author(s)
      中嶋 一晴、弓仲 康史、飯島 洋祐
    • Organizer
      第45回多値論理フォーラム
    • Related Report
      2022 Research-status Report
  • [Presentation] 受信シンボルの2 次元マッピングによるPAM-4 信号の符号間干渉評価2022

    • Author(s)
      中嶋 一晴 , 弓仲 康史 , 飯島 洋祐
    • Organizer
      第12回 電気学会東京支部栃木・群馬支所合同研究発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] Two-Dimensional Symbol Mapping for Evaluating Multi-Valued Data Transmission Quality2022

    • Author(s)
      Yosuke Iijima, Kazuharu Nakajima and Yasushi Yuminaka
    • Organizer
      2022 IEEE 52st International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Efficient PAM-4 Data Transmission with Closed Eye Using Symbol Distribution Estimation2021

    • Author(s)
      Yosuke Iijima , Yasushi Yuminaka
    • Organizer
      2021 IEEE 51st International Symposium on Multiple-Valued Logic (ISMVL)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Remarks] 小山工業高等専門学校 情報通信エネルギー研究室

    • URL

      https://www.oyama-ct.ac.jp/gakka/ee/faculty_list_ee_link/gkg-denki_07_lab/

    • Related Report
      2023 Annual Research Report
  • [Remarks] 小山工業高等専門学校 電気電子創造工学科 情報通信エネルギー研究室

    • URL

      https://www.oyama-ct.ac.jp/gakka/ee/faculty_list_ee_link/gkg-denki_07_lab/

    • Related Report
      2022 Research-status Report
  • [Remarks] 情報通信エネルギー研究室

    • URL

      https://www.oyama-ct.ac.jp/gakka/ee/faculty_list_ee_link/gkg-denki_07_lab/

    • Related Report
      2021 Research-status Report

URL: 

Published: 2021-04-28   Modified: 2025-01-30  

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