策力木格准教授

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策力木格(チリムゲ) 准教授

電気通信大学大学院情報理工学研究科
情報・ネットワーク工学専攻
〒182-8585 東京都調布市調布ヶ丘1-5-1
部屋:西10号館621室
Tel: 042-443-5635
E-Mail1: celimuge[at-mark]uec.ac.jp
E-Mail2: clmg[at-mark]is.uec.ac.jp
([at-mark] TO @)
(メールアドレスの[at-mark]を@に置き換えてください)

略歴

2016/04~現在まで: 電気通信大学大学院情報理工学研究科 准教授
2015/11~2016/03: 電気通信大学大学院情報システム学研究科 准教授
2010/09~2015/10: 電気通信大学大学院情報システム学研究科 助教
2010/07~2010/08: 電気通信大学大学院情報システム学研究科 非常勤研究員
2007/04~2010/06: 電気通信大学大学院情報システム学研究科 博士後期課程(学位取得)
2004/09~2006/08: 北京理工大学大学院 修士課程

研究キーワード

Vehicular Networks, Edge Computing, IoT,  Intelligent Transport Systems, Communication Protocols, Big data

学会活動

発表論文 (selection)

For full list of publications click here 

Journal

  1. Najmul Hassan , Kok-Lim Alvin Yau, Celimuge Wu, “Edge Computing in 5G: A Review”, IEEE Access, Accepted.
  2. Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Mehdi Bennis, Hang Liu, Yusheng Ji, Honggang Zhang, “Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach”, IEEE Journal on Selected Areas in Communications, 2019, Accepted.
  3. James Adu Ansere, Guangjie Han, Hao Wang, Chang Choi, Celimuge Wu, “A Reliable Energy Efficient Dynamic Spectrum Sensing for Cognitive Radio IoT Networks”, IEEE Internet of Things Journal, 2019, Accepted.
  4. Kok-Lim Alvin Yau, Aqeel Raza Syed, Wahidah Hashim, Junaid Qadir, Celimuge Wu, Najmul Hassan, “Maritime Networking: Bringing Internet to the Sea,” IEEE Access, vol. ?, DOI: 10.1109/ACCESS.2019.2909921, pp. 19166-19198, 2019.
  5. Yue Cao, Ning Wang, Celimuge Wu, Xu Zhang and Chakkaphong Suthaputchakun, “Enhancing DASH Video QoE Over High-speed Train Using Segment-based Prefetching and Caching”, IEEE MultiMedia, 2019, Accepted.
  6. Xianfu Chen, Celimuge Wu, Mehdi Bennis, Zhifeng Zhao, Zhu Han, “Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective”, IEEE Transactions on Vehicular Technology, 2019, Accepted.
  7. Celimuge Wu, Xianfu Chen, Tsutomu Yoshinaga, Yusheng Ji, Yan Zhang, “Integrating Licensed and Unlicensed Spectrum in Internet-of-Vehicles with Mobile Edge Computing“, accepted by IEEE Network, 2019.
  8. Jingyun Feng, Zhi Liu, Celimuge Wu, Yusheng Ji, “Mobile Edge Computing for Internet of Vehicles: Offloading Framework and Job Scheduling”, accepted by IEEE Vehicular Technology Magazine, 2018.
  9. Xianfu Chen, Honggang Zhang, Celimuge Wu, Shiwen Mao, Yusheng Ji, Mehdi Bennis, “Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning”, accepted by IEEE Internet of Things Journal, 2018.
  10. Celimuge Wu, Tsutomu Yoshinaga, Yusheng Ji, Yan Zhang, “Computational Intelligence Inspired Data Delivery for Vehicle-to-roadside Communications”, accepted by IEEE Transactions on Vehicular Technology, 2018.
  11. Celimuge Wu, Zhi Liu, Di Zhang, Tsutomu Yoshinaga, Yusheng Ji , “Spatial Intelligence towards Trustworthy Vehicular IoT”, IEEE Communications Magazine, Vol. 56, Issue 10, pp. 22-27, Oct. 2018.
  12. Chang An, Celimuge Wu, Tsutomu Yoshinaga, Xianfu Chen, Yusheng Ji, “A Context-aware Edge-based VANET Communication Scheme for ITS”, Sensors, Vol. 18, Issue 7, https://doi.org/10.3390/s18072022, July 2018.
  13. Celimuge Wu, Tsutomu Yoshinaga, Dabhur Bayar, Yusheng Ji, “Learning for adaptive anycast in vehicular delay tolerant networks”, Journal of Ambient Intelligence and Humanized Computing, https://doi.org/10.1007/s12652-018-0819-y, May 2018.
  14. Celimuge Wu, Tsutomu Yoshinaga, Xianfu Chen, Lin Zhang, Yusheng Ji, “Cluster-Based Content Distribution Integrating LTE and IEEE 802.11p with Fuzzy Logic and Q-Learning”, IEEE Computational Intelligence Magazine, Vol. 13, Issue 1, pp. 41-50, Feb. 2018.
  15. Qitu Hu, Celimuge Wu, Xiaobing Zhao, Xianfu Chen, Yusheng Ji, Tsutomu Yoshinaga, “Vehicular Multi-access Edge Computing with licensed Sub-6 GHz, IEEE 802.11p and mmWave”, IEEE Access, Vol. 6, Issue 1 pp. 1995-2004, Dec. 2017.
  16. Lifeng Zhang, Celimuge Wu, Tsutomu Yoshinaga, Xianfu Chen, Tutomu Murase, Yusheng Ji, “Multihop Data Delivery Virtualization for Green Decentralized IoT”, Wireless Communications and Mobile Computing, Vol. 2017, Article ID 9805784, 9 pages, Dec. 2017.
  17. Jingyun Feng, Zhi Liu, Celimuge Wu, Yusheng Ji, “AVE: Autonomous Vehicular Edge Computing Framework with ACO-Based Scheduling”, IEEE Transactions on Vehicular Technology, Vol. 66, Issue 12, pp. 10660-10675, Dec. 2017.
  18. A Reinforcement Learning-based Data Storage Scheme for Vehicular Ad Hoc Networks
    Celimuge Wu, Tsutomu Yoshinaga, Yusheng Ji, Tutomu Murase, and Yan Zhang, IEEE Transactions on Vehicular Technology, DOI: 10.1109/TVT.2016.2643665 (2017)
  19. How to Utilize Inter-flow Network Coding in VANETs: A Backbone Based Approach
    Celimuge Wu,  Satoshi Ohzahata, Yusheng Ji, Toshihiko Kato, IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 8, pp. 2223-2237 (2016)
  20. Packet Size-aware Broadcasting in VANETs with Fuzzy Logic and RL-based Parameter Adaptation
    Celimuge Wu, Xianfu Chen, Yusheng Ji, Fuqiang Liu, Satoshi Ohzahata, Tsutomu Yoshinaga, Toshihiko Kato, IEEE Access, vol. 3, pp. 2481-2491 (2015)
  21. Towards Practical and Intelligent Routing in Vehicular Ad Hoc Networks
    Celimuge Wu, Yusheng Ji, Fuqiang Liu, Satoshi Ohzahata, and Toshihiko Kato, IEEE Transactions on Vehicular Technology, DOI:10.1109/TVT.2015.2481464 (2015)
  22. Efficient Broadcasting in VANETs Using Dynamic Backbone and Network Coding
    Celimuge Wu, Xianfu Chen, Yusheng Ji, Satoshi Ohzahata, and Toshihiko Kato, IEEE Transactions on Wireless Communications, DOI:10.1109/TWC.2015.2447812 (2015)
  23. Joint Fuzzy Relays and Network Coding Based Forwarding for Multi-hop Broadcasting in VANETs
    Celimuge Wu, Satoshi Ohzahata, Yusheng Ji, and Toshihiko Kato, IEEE Transactions on Intelligent Transportation Systems, vol.16, no.3, pp.1415-1427 (2015)
  24. Coded Packets Over Lossy Links: A Redundancy-based Mechanism for Reliable and Fast Data Collection in Sensor Networks
    Celimuge Wu, Yusheng Ji, Juan Xu, Satoshi Ohzahata, and Toshihiko Kato, Computer Networks, vol.70, pp.179-191 (2014)
  25. Flexible, Portable and Practicable Solution for Routing in VANETs: A Fuzzy Constraint Q-Learning Approach
    Celimuge Wu, Satoshi Ohzahata and Toshihiko Kato, IEEE Transactions on Vehicular Technology, vol.62, no.9, pp.4251-4263 (2013.11)
  26. A low latency path diversity mechanism for sender-oriented broadcast protocols in VANETs
    Celimuge Wu, Satoshi Ohzahata and Toshihiko Kato, Ad Hoc Networks, vol.11, no.7, pp.2059-2068 (2013)
  27. VANET Broadcast Protocol Based on Fuzzy Logic and Lightweight Retransmission Mechanism
    Celimuge Wu, Satoshi Ohzahata and Toshihiko Kato, IEICE Transactions on Communications, vol.E95-B, no.02, pp. 415-425, (2012.2)

International conference

  1. Xianfu Chen, Celimuge Wu, Honggang Zhang, Yan Zhang, Mehdi Bennis, and Heli Vuojala, ” Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications”, IEEE ICC, May 2019.
  2. Xiaoyan Wang, Masahiro Umehira, Biao Han, Peng Li, Yu Gu and Celimuge Wu, “Online Incentive Mechanism for Crowdsourced Radio Environment Map Construction”, IEEE ICC, May 2019.
  3. Yue Cao, Celimuge Wu, Xu Zhang, William Liu, Linyu Peng and Muhammad Khalid, “MEGEE: Mobile Edge computer Geared v2x for E-mobility Ecosystem”, IEEE WCNC, April 2019.
  4. Xianfu Chen, Pei Liu, Hang Liu, Celimuge Wu, Yusheng Ji, “Multipath Transmission Scheduling in Millimeter Wave Cloud Radio Access Networks”, accepted by IEEE ICC 2018.
  5. Celimuge Wu, Tsutomu Yoshinaga, Yusheng Ji, “A Learning-based Probabilistic Routing Protocol for Vehicular Delay Tolerant Networks”, in Proceedings of 4th International Conference on Information and Communication Technologies for Disaster Management (ICT-DM2017), Dec. 2017.