Morikawa Laboratory

森川 博之

東京大学大学院 工学系研究科 電気系工学専攻 教授

博士(工学)

 

略歴

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講義・学生実験

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学協会委員等

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受賞

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競争的研究資金

代表

  • 科研費基盤(B)「ダイナミック周波数共用に向けたリアルタイム電波環境マップ構築基盤に関する研究開発」
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分担



著書

  •  森川博之,  “5G 次世代移動通信規格の可能性,” 岩波書店, April 2020.
  •  森川博之,  “データ・ドリブン・エコノミー,” ダイヤモンド社, April 2019.
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研究業績(2018年以降分のみ)

学術雑誌

  • 成末義哲, 森川博之, “無線電力伝送におけるブリッジ整流回路の正弦波入力電流に対する動作解析,” 電子情報通信学会和文論文誌B, To Appear.
  • 成末義哲, “共振結合型ワイヤレス電力伝送向け可変リアクタ,” 電子情報通信学会通信ソサイエティマガジンB-plus, To Appear.
  • H. Suetsugu, Y. Narusue, and H. Morikawa, “Generic Solution for Periodic-Review Joint ReplenishmentProblem using Multi-Agent Reinforcement Learning,” IPSJ Transactions on Mathematical Modeling and Its Applications, To Appear.
  • H. Suetsugu, Y. Narusue, and H. Morikawa, “Branching Deep Q-network Agent with Reward Allocation Mechanism for Joint Replenishment Policy,” IPSJ Transactions on Mathematical Modeling and Its Applications, vol.13, no.2, pp.36-49, Aug. 2020.
  • Y. Narusue, Y. Kawahara, and H. Morikawa, “Load Optimization Factors for Analyzing the Efficiency of Wireless Power Transfer Systems Using Two-Port Network Parameters,” IEICE Electronics Express, vol.17, no.10, pp.1-5, May 2020.
  • A. Ozu, N. Kasuga, and H.Morikawa,  “Cloud Computing and Its Impact on the Japanese Macroeconomy–Its Oligopolistic Market Characteristics and Social Welfare,” Telecommunications Policy, vol.44, no.1, Feb. 2020.
  • Y. Hokazono, A. Koizuka, M. Suzuki, Y. Narusue, and H. Morikawa, “IoTorch: LED-to-Camera Communication for Smartphones Based on Flash Blinks against Inter-Frame Gaps and Frame Drop,” IEEE Transaction on Mobile Computing, Aug. 2019. (Early Access)
  • G. Zhu, C.H. Liao, T. Sakdejayont, I.W. Lai, Y. Narusue, and H. Morikawa, “Improving the Capacity of a Mesh LoRa Network by Spreading-Factor-Based Network Clustering,” IEEE Access, vol.7, pp.21584-21596, Feb 2019.
  • 安田晃久, 緒方淳, 古澤陽子, 成末義哲, 森川博之, 飯田誠, “SCADAデータを用いた風車稼働状態監視モデルに基づく異常検知手法,” 風力エネルギー, vol.42, no.4, pp.53-62, Feb. 2019.(論文賞)
  • T. Tanimura, T. Hoshida, T. Kato, S. Watanabe, H. Morikawa,  “Convolutional Neural Network-Based Optical Performance Monitoring for Optical Transport Networks,” IEEE/OSA Journal of Optical Communications and Networking, vol.11, no.1, pp.A52-A59, Jan.2019.
  • 谷村崇仁, 星田剛司, 汐田一成, 片山英里, 加藤智行, 渡辺茂樹. 森川博之, “光ネットワーク自動化にむけた深層学習を用いた光モニタリング,” 電子情報通信学会論文誌B, vol.J101-B, no.12, pp. 1014-1025, Dec. 2018.(チュートリアル論文賞)
  • T. Tanimura, T. Hoshida, T. Kato, S. Watanabe, H. Morikawa, “Simple Learning Method to Guarantee Operational Range of Optical Monitors,” Journal of Optical Communications and Networking, vol.10, no.10, pp.D63-D71, Oct. 2018.
  • 中山義人, 森雅広, 成末義哲, 森川博之, “営業活動における意思決定のプロセス発見手法: プロセスマイニングの応用アプローチ,” 情報システム学会誌, vol.14, no.1, pp.26-38, Sept. 2018.

国際会議

  • K. Matsuura, D. Kobuchi, Y. Narusue, and H. Morikawa, “Communication-Less Receiver-Side Resonant Frequency Tuning Method for Magnetically Coupled Wireless Power Transfer Systems,” Proc. IEEE RWS 2021, San Diego, CA, USA, Jan. 2021.
  • Y. Narusue, S. Jaewon, and H. Morikawa, “Asymmetric Rectification for Inductor-Less Load Impedance Conversion in Wireless Power Transfer Systems,” Proc. AWPT 2020, Taipei, Taiwan, Dec. 2020.
  • R. Kondo, Y. Narusue, and H. Morikawa, “A Pluvial Flood Nowcasting Approach using Knowledge Distillation,” Proc. IEEE GCCE 2020, Kobe, Japan, Oct. 2020.
  • D. Kobuchi, K. Matsuura, Y. Narusue, and H. Morikawa, “Transmitter Control for Harmonics Reduction in Inductive Power Transfer System,” Proc. IEEE GCCE 2020, Kobe, Japan, Oct. 2020.
  • M. Almashan, Y. Narusue, H. Morikawa, “A Decision Tree Regression Modeling Scheme for Estimating the PVT Properties of Kuwaiti Crude Oil Systems Using Incomplete Datasets,” Proc. SPE ADIPEC 2019, pp.1-8, Abu Dabi, UAE, Nov. 2019.
  • M. Almashan, Y. Narusue, H. Morikawa, “Estimating PVT Properties of Crude Oil Systems Based on a Boosted Decision Tree Regression Modelling Scheme with K-Means Clustering,” Proc. SPE/ITAMI APOGCE 2019, pp.1-14, Bali, Indonesia, Oct. 2019.
  • D. Kobuchi, Y. Narusue, Y. Kawahara, and H. Morikawa, “A Transmitter Array Control Method for Suppressing Magnetic Field Leakage from Wireless Power Transfer Systems,” Proc. IEEE VTC2019-Fall, pp.1-5, Honolulu, HI, USA, Sept. 2019.
  • B. Du, A. Yasuda, Y. Furusawa, Y. Narusue, N. Nishihara, K. Indo, H. Morikawa and M. Iida, “Evaluation of Anomaly Detection Method of Wind Turbines Using Large-scale SCADA Data,” Proc. PHMAP 2019, pp.1-9, Beijing, China, July 2019.
  • H. Suetsugu, Y. Narusue, H. Morikawa, “A Reinforcement Learning Approach for Joint Replenishment Policy in Multi-Product Inventory System,” RL4RealLife Workshop in ICML 2019, June 2019.
  • Y. Narusue, M. Fujishiro, Y. Kawahara, and H. Morikawa, “Current Distribution Analysis for Automatic Resonator Design in Wireless Power Transfer,” Proc. IEEE WPTC 2019, pp.136-140, London, UK, June 2019.
  • Y. Hokazono, K. Hasegawa, Y. Narusue, and H. Morikawa, “Long-Range Flicker-Free LED-to-Camera Communication using Differential Color Shift Keying,” Proc. IEEE ICC 2019, pp.1-7, Shanghai, China, May 2019.
  • D. Kobuchi, K. Matsuura, Y. Narusue, S. Yoshida, K. Nishikawa, and S. Kawasaki, “Smart Wireless Sensor System by Microwave Powering for Space-by-Wireless,” Proc. IEEE IMS 2019, pp.1144-1147, Boston, MA, USA, May 2019.
  • H. Suetsugu, Y. Narusue, and H. Morikawa, “Joint Replenishment Policy in Multi-Product Inventory System using Branching Deep Q-Network with Reward Allocation,” Proc. PDPTA’19, pp.115-121, Las Vegas, NV, USA, July 2019.
  • Y. Nakayama, M. Mori, Y. Narusue, and H. Morikawa, “The Process Discovery Approaches for Decision Making in Sales Activities,” Proc. SCIS&ISIS 2018, pp.1394-1399, Toyama, Japan, Dec. 2018.
  • M. Fujishiro, Y. Narusue, Y. Kawahara, and H. Morikawa, “Resonator Design Support by Deriving Suboptimal Current Distribution for Magnetically Coupled Wireless Power Transfer,” Proc. AWPT 2018, pp.1-4, Sendai, Japan, Nov. 2018.
  • T. Tanimura, T. Hoshida, T. Kato, S. Watanabe, and H. Morikawa, “Data-Analytics-Based Optical Performance Monitoring Technique for Optical Transport Networks,” Proc. Optical Fiber Communications Conference and Exhibition 2018, San Diego, CA, USA, p.Tu3E.3, March 2018. (Invited)
  • C.H. Liao, T. Sakdejayont, M. Suzuki, Y. Narusue, and H. Morikawa, “Competition: Wireless-Transparent Sensing Platform,” Proc. 2018 ACM EWSN, pp.221-222, Madrid, Spain, Feb. 2018. (Demo)
  • G. Zhu, C.H. Liao, M. Suzuki, Y. Narusue, and H. Morikawa, “Evaluation of LoRa Receiver Performance under Co-Technology Interference,” Proc. 2018 IEEE CCNC, pp.1-7, Las Vegas, NV, USA, Jan. 2018.