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教員情報

太田 守

太田 守特命准教授

おおた まもる

博士(工学)

授業担当科目
システム工学実験I
所属学会
電子情報通信学会、地球電磁気・地球惑星圏学会、日本地球惑星科学連合、アメリカ地球物理学連合
専門分野
信号処理,、電波科学、機械学習
E-mail
m-ota[at]nc-toyama.ac.jp[at]の部分を@と変えてください。

研究テーマ

  • 1. 統計的機械学習理論の研究
  • 2. 気象観測データを用いた降雪現象の解明
  • 3. 科学衛星データを用いた地球磁気圏のプラズマ環境推定

技術相談分野

  • 1. ビッグデータ解析

教育研究実績

  • Yuji Tanaka, Mamoru Ota, Yoshiya Kasahara, "Noise Integration Kernel Design for the Wave Distribution Function Method: Robust Direction Finding With Different Sensor Noise Levels," Radio Science 56(9) (2021).
  • Mamoru Ota, Yoshiya Kasahara, "Stochastic Wave Distribution Function Method," Radio Science 56(8) (2021).
  • Kota Makino, Toru Shiina, Mamoru Ota, "A Precipitation Classification System Using Vertical Doppler Radar Based on Neural Networks," Radio Science 54(1) 20-33 (2019).
  • Yoshiya Kasahara, Yasumasa Kasaba, Hirotsugu Kojima, Satoshi Yagitani, Keigo Ishisaka, Atsushi Kumamoto, Fuminori Tsuchiya, Mitsunori Ozaki, Shoya Matsuda, Tomohiko Imachi, Yoshizumi Miyoshi, Mitsuru Hikishima, Yuto Katoh, Mamoru Ota, Masafumi Shoji, Ayako Matsuoka, Iku Shinohara, "The Plasma Wave Experiment (PWE) on board the Arase (ERG) satellite," Earth, Planets and Space 70(1) (2018).
  • Shoya Matsuda, Yoshiya Kasahara, Hirotsugu Kojima, Yasumasa Kasaba, Satoshi Yagitani, Mitsunori Ozaki, Tomohiko Imachi, Keigo Ishisaka, Atsushi Kumamoto, Fuminori Tsuchiya, Mamoru Ota, Satoshi Kurita, Yoshizumi Miyoshi, Mitsuru Hikishima, Ayako Matsuoka, Iku Shinohara, "Onboard Software of Plasma Wave Experiment aboard Arase: Instrument Management and Signal Processing of Waveform Capture/Onboard Frequency Analyzer ," Earth,Planets and Space (2018).
  • Mamoru Ota, Yoshiya Kasahara, Yoshitaka Goto, "A new method for direction finding based on Markov random field model ," Radio Science 50(7) 598-613 (2015).
  • Mamoru Ota, Yoshiya Kasahara, Yoshitaka Goto, "Study on Wave Distribution Function Method with Markov Random Field Model for VLF Electromagnetic Waves," Asian Workshop on Antennas and Propagation (2014).
  • 太田 守, 椎名 徹, "ガンマ分布のベイズ推定における一般化逆ガウス分布と高階微分係数を用いた近似手法," 電子情報通信学会論文誌 D J97-D(3) 635-645 (2014).
  • Toru Shiina, Yamato Mori, Mamoru Ota, "The LIDAR Analysis using Robust Variational Bayes," Proc. SICE Annual Conference 2013 1707-1712 (2013).
  • Mamoru Ota, Toru Shiina, Mamoru Kubo, Ken-ichiro Muramoto, "The backscattering cross sections of snow particles and the radar reflectivity factor," Proc. SICE Annual Conference 2011 1823-1828 (2011).

コメント

計算機を用いて自然科学データから知見を得るための統計的機械学習の理論・応用に興味があります.