Degree

  • 博士(情報学) ( 2021.11   京都大学 )

Research Interests

  • Wireless Communications

  • Machine Learning

  • Distributed systems

  • Signal processing

Research Areas

  • Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Communication and network engineering

From School

  • Kyoto University   Graduate School of Informatics   Department of Systems Science   Graduated

    2018.04 - 2021.11

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    Country:Japan

    Notes:博士後期課程

  • Kyoto University   Graduate School of Informatics   Department of Systems Science   Graduated

    2016.04 - 2018.03

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    Country:Japan

    Notes:修士課程

  • Kyoto University   Faculty of Engineering   School of Engineering Science   Graduated

    2012.04 - 2016.03

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    Country:Japan

External Career

  • Nagoya Institute of Technology   Assistant Professor

    2021.12

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    Country:Japan

Professional Memberships

  • 電子情報通信学会

  • IEEE

 

Papers

  • Deep unfolding-based distributed MIMO detection Reviewed

    M. Kumagai, A. Nakai-Kasai, T. Wadayama

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2023)   2023.10

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    Publishing type:Research paper (international conference proceedings)  

  • Gradient flow decoding for LDPC codes Reviewed

    T. Wadayama, K. Nakajima, A. Nakai-Kasai

    International Symposium on Topics in Coding (ISTC 2023)   2023.09

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    Publishing type:Research paper (international conference proceedings)  

  • Precoder design for correlated data aggregation via over-the-air computation in sensor networks Reviewed

    Ayano Nakai-Kasai and T. Wadayama

    IEEE Global Communications Conference (GLOBECOM 2022) Workshop Program   2022.12

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    Authorship:Lead author   Publishing type:Research paper (international conference proceedings)  

  • MMSE signal detection for MIMO systems based on ordinary differential equation Reviewed

    Ayano Nakai-Kasai and T. Wadayama

    IEEE Global Communications Conference (GLOBECOM 2022)   2022.12

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    Authorship:Lead author   Publishing type:Research paper (international conference proceedings)  

  • PSOR-Jacobi algorithm for accelerated MMSE MIMO detection Reviewed

    A. Mizukoshi, A. Nakai-Kasai, T. Wadayama

    International Symposium on Information Theory and Its Applications (ISITA 2022)   133 - 137   2022.10

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    Publishing type:Research paper (international conference proceedings)  

  • Ordinary differential equation-based sparse signal recovery Reviewed

    T. Wadayama, A. Nakai-Kasai

    International Symposium on Information Theory and Its Applications (ISITA 2022)   14 - 18   2022.10

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    Publishing type:Research paper (international conference proceedings)  

  • Continuous-time noisy average consensus system as Gaussian multiple access channel Reviewed

    Tadashi Wadayama, Ayano Nakai-Kasai

    IEEE International Symposium on Information Theory (ISIT2022)   2022.06

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    Publishing type:Research paper (international conference proceedings)  

  • Nested aggregation of experts using inducing points for approximated Gaussian process regression Reviewed

    Ayano Nakai-Kasai, Toshiyuki Tanaka

    Machine Learning   111 ( 5 )   1671 - 1694   2022.05

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1007/s10994-021-06101-8

    Other Link: https://link.springer.com/article/10.1007/s10994-021-06101-8/fulltext.html

  • An Acceleration Method of Sparse Diffusion LMS based on Message Propagation. Reviewed

    Ayano Nakai-Kasai, Kazunori Hayashi

    IEICE Transactions on Communications   104-B ( 2 )   141 - 148   2021.02

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    Publishing type:Research paper (scientific journal)  

    Other Link: https://dblp.uni-trier.de/db/journals/ieicetb/ieicetb104.html#Nakai-KasaiH21

  • An Overloaded IoT Signal Detection Method using Non-convex Sparse Regularizers. Reviewed

    Kazunori Hayashi, Ayano Nakai-Kasai, Atsuya Hirayama, Hiroki Honda, Tetsuya Sasaki, Hideki Yasukawa, Ryo Hayakawa

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2020)   1490 - 1496   2020.12

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    Publishing type:Research paper (international conference proceedings)   Publisher:IEEE  

    Other Link: https://dblp.uni-trier.de/conf/apsipa/2020

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Presentations

  • Approximate Nearest Search with Vector Databases for Power Allocation in Interference Channels

    Yang Zijie, Ayano Nakai-Kasai, Tadashi Wadayama

    2023.11 

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    Event date: 2023.11 - 2023.12

    Presentation type:Oral presentation (general)  

  • 雑音環境下におけるスプリット学習: ニューラルエンコーダ・デコーダによるアプローチ

    篠田 裕規, 中井 彩乃, 和田山 正

    第46回情報理論とその応用シンポジウム  2023.11 

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    Event date: 2023.11 - 2023.12

    Presentation type:Oral presentation (general)  

  • ハードウェア故障を考慮したマッハツェンダ干渉器に基づくMIMO信号検出器

    西山 拓実, 中井 彩乃, 和田山 正

    第46回情報理論とその応用シンポジウム  2023.11 

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    Event date: 2023.11 - 2023.12

    Presentation type:Oral presentation (general)  

  • 深層展開に基づく完全分散型射影勾配MIMO信号検出

    熊谷 雅也, 中井 彩乃, 和田山 正

    第38回信号処理シンポジウム 

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    Event date: 2023.11

    Presentation type:Oral presentation (general)  

  • Deep unfolding-based distributed MIMO detection

    Masaya Kumagai, Ayano Nakai-Kasai, Tadashi Wadayama

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    Event date: 2023.08

    Presentation type:Oral presentation (general)  

  • LDPC符号のための勾配流復号法

    和田山正, 中島健翔, 中井彩乃

    電子情報通信学会情報理論研究会 

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    Event date: 2023.05

    Presentation type:Oral presentation (general)  

  • 無制約凸二次計画問題に対する勾配法と勾配系微分方程式数値解法の関係

    中井彩乃, 和田山正

    電子情報通信学会情報理論研究会 

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    Event date: 2023.05

    Presentation type:Oral presentation (general)  

  • 無線データ集約におけるデータ間相関を利用したプリコーダ最適化

    林尚之, 中井彩乃, 和田山正

    電子情報通信学会無線通信システム研究会 

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    Event date: 2023.03

    Presentation type:Oral presentation (general)  

  • 分散型MIMO信号検出における深層展開に基づく学習型重み付け法

    熊谷雅也, 中井彩乃, 和田山正

    電子情報通信学会信号処理研究会  2023.01 

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    Event date: 2023.01

    Presentation type:Oral presentation (general)  

  • 連合学習におけるクライアント異質性を考慮した学習寄与率の深層展開による決定

    中井彩乃,和田山正

    第37回信号処理シンポジウム  2022.12 

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    Event date: 2022.12

    Presentation type:Oral presentation (general)  

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Awards

  • オーラルセッション研究奨励賞

    2020.12   電子情報通信学会 高信頼制御通信研究会   非凸スパース正則化とグループスパース性を用いた過負荷MU-MIMO OFDM/SC-CP信号検出法の検討

    中井彩乃

  • 令和元年度信号処理若手奨励賞

    2020.06   電子情報通信学会 信号処理研究会   センサネットワークを用いた環境モニタリングのための局所近似に基づく分散ガウス過程回帰

    中井彩乃

  • APSIPA ASC 2019 Best Special Session Paper Nomination Award

    2019.11   Asia-Pacific Signal and Information Processing Association   An overloaded SC-CP IoT signal detection method via sparse complex discrete-valued vector reconstruction

    Kazunori Hayashi, Ayano Nakai-Kasai, Ryo Hayakawa

  • IEICE RCS Active Researcher Award

    2019.05   Institute of Electronics, Information and Communication Engineers Radio Communication Systems  

    Ayano Nakai-Kasai

  • IEICE RCS Best Young Researcher Award

    2019.02   Institute of Electronics, Information and Communication Engineers Radio Communication Systems  

    Ayano Nakai-Kasai

  • Young Researchers' Award

    2018.03   Institute of Electronics, Information and Communication Engineers  

    Ayano Nakai

 

Teaching Experience

  • ネットワーク系演習Ⅱ

    2022.10 Institution:Nagoya Institute of Technology

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    Level:Undergraduate (specialized)