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Nishikawa Madoka  西川 まどか

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西川 まどか  ニシカワ マドカ

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Researcher Number 90800764
Other IDs
Affiliation (Current) 2025: 愛媛大学, 理工学研究科(工学系), 准教授
Affiliation (based on the past Project Information) *help 2022 – 2023: 愛媛大学, 理工学研究科(工学系), 准教授
Review Section/Research Field
Principal Investigator
Basic Section 21020:Communication and network engineering-related
Keywords
Principal Investigator
繰返し復号 / LDPC / SMR / 遺伝的アルゴリズム / ニューラルネットワーク / LDPC符号化・繰返し復号化方式 / 瓦磁気記録
  • Research Projects

    (1 results)
  • Research Products

    (7 results)
  •  ニューラルネットワークを適用した瓦磁気記録のための信号処理方式に関する研究Principal Investigator

    • Principal Investigator
      西川 まどか
    • Project Period (FY)
      2022 – 2026
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 21020:Communication and network engineering-related
    • Research Institution
      Ehime University

All 2024 2023

All Journal Article Presentation

  • [Journal Article] A study on acceleration of SP decoder using reliability of recording sequence by neural network based on parity check result in SMR system2024

    • Author(s)
      Nishikawa Madoka, Nakamura Yasuaki, Kanai Yasushi, Okamoto Yoshihiro
    • Journal Title

      AIP Advances

      Volume: 14 Issue: 2 Pages: 1-4

    • DOI

      10.1063/9.0000710

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Journal Article] A Study on Accelerating SP Decoding by Neural Network in SMR System2023

    • Author(s)
      Nishikawa Madoka, Nakamura Yasuaki, Kanai Yasushi, Okamoto Yoshihiro
    • Journal Title

      IEEE Transactions on Magnetics

      Volume: 59 Issue: 11 Pages: 1-5

    • DOI

      10.1109/tmag.2023.3278377

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Presentation] SMRにおけるSP復号器の性能改善に関する一検討2023

    • Author(s)
      西川 まどか, 仲村 泰明, 金井 靖, 岡本 好弘
    • Organizer
      2023年電子情報通信学会総合大会
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Presentation] A Study on Accelerating SP decoding by Neural Network in SMR System2023

    • Author(s)
      Madoka Nishikawa, Yasuaki Nakamura, Yasushi Kanai, and Yoshihiro Okamoto
    • Organizer
      Intermag 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Presentation] A study on acceleration of SP decoder using reliability of recording sequence by neural network based on parity check result in SMR system2023

    • Author(s)
      Nishikawa Madoka, Nakamura Yasuaki, Kanai Yasushi, Okamoto Yoshihiro
    • Organizer
      MMM 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Presentation] A Study on Accelerating SP Decoding by Neural Network in SMR System2023

    • Author(s)
      Nishikawa Madoka, Nakamura Yasuaki, Kanai Yasushi, Okamoto Yoshihiro
    • Organizer
      Intermag 2023
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K14259
  • [Presentation] ニューラルネットワークにより記録パターンの影響を考慮したSP復号の性能評価2023

    • Author(s)
      西川 まどか, 仲村 泰明, 金井 靖, 岡本 好弘
    • Organizer
      電子情報通信学会
    • Data Source
      KAKENHI-PROJECT-22K14259

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