TAKABE Satoshi

写真a

Affiliation Department etc.

Department of Computer Science
Department of Computer Science
Center for Fostering Young and Innovative Researchers

Title

Assistant Professor

Homepage URL

http://s-takabe.web.nitech.ac.jp/

Academic Society Affiliations

  • 2017.04
    -
    Now

    IEEE

Field of expertise (Grants-in-aid for Scientific Research classification)

  • Mathematical physics/Fundamental condensed matter physics

  • Soft computing

 

Papers

  • Complex Trainable ISTA for Linear and Nonlinear Inverse Problems

    Satoshi Takabe, Tadashi Wadayama. Yonina C. Eldar

    2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)     2020.05  [Refereed]

    Research paper (international conference proceedings)   Single Author

  • Asymptotic Behavior of Spatial Coupling LDPC Coding for Compute-and-Forward Two-Way Relaying

    Satoshi Takabe, Tadashi Wadayama, Masahito Hayashi

    IEEE Transactions on Communications     2020.04  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Asymptotic Analysis on LDPC-BICM Scheme for Compute-and-Forward Relaying

    Satoshi Takabe, Tadashi Wadayama, Masahito Hayashi

    IEEE International Symposium on Information Theory (ISIT)     2019.07  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Deep Learning-Aided Trainable Projected Gradient Decoding for LDPC Codes

    Tadashi Wadayama, Satoshi Takabe

    IEEE International Symposium on Information Theory (ISIT)     2019.07  [Refereed]

    Research paper (international conference proceedings)   Single Author

  • Trainable Projected Gradient Detector for Massive Overloaded MIMO Channels: Data-Driven Tuning Approach

    Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, Ryo Hayakawa, Kazunori Hayashi

    IEEE Access     93326 - 93338   2019.07  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Fault tolerance of random graphs with respect to connectivity: Mean-field approximation for semidense random graphs

    Satoshi Takabe, Takafumi Nakano, Tadashi Wadayama

    Physical Review E   99   050304(R)   2019.05  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Deep Learning-Aided Projected Gradient Detector for Massive Overloaded MIMO Channels

    Satoshi Takabe, Masayuki Imanishi, Tadashi Wadayama, Kazunori Hayashi

    2019 IEEE International Conference on Communications (ICC) ( IEEE )    2019.05  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Approximation Theory for Connectivity of Ad Hoc Wireless Networks with Node Faults

    Satoshi Takabe, Tadashi Wadayama

    IEEE Wireless Communications Letters     2019.05  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Trainable ISTA for Sparse Signal Recovery

    Daisuke Ito, Satoshi Takabe, Tadashi Wadayama

    IEEE Transactions on Signal Processing   67 ( 12 ) 3113 - 3125   2019.05  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Connectivity of Ad Hoc Wireless Networks with Node Faults

    Satoshi Takabe, Tadashi Wadayama

    2018 IEEE Global Communications Conference (GLOBECOM)     2018.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Presentations

  • Mean-field Analysis of Network Reliability with respect to Connectivity against Stochastic Node Removals

    Satoshi Takabe, Takafumi Nakano, Tadashi Wadayama

    APS March Meeting 2018  (Los Angeles, California)  2018.03  -  2018.03  American Physical Society

  • Mean-field analysis of network connectivity against stochastic node removals

    Satoshi Takabe, Takafumi Nakano, Tadashi Wadayama

    BIFI 2018 International Conference  (Zaragoza, Spain)  2018.02  -  2018.02 

  • 最大カバー問題に対する確率伝搬法を利用したデシメーションアルゴリズム

    高邉賢史,福島孝治,前原貴憲

    日本物理学会第72回年次大会  (大阪)  2017.03  -  2017.03