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2020 年度 実績報告書

AI-empowered Point Cloud Video Streaming

研究課題

研究課題/領域番号 20H04174
研究機関電気通信大学

研究代表者

劉 志  電気通信大学, 大学院情報理工学研究科, 准教授 (90750240)

研究分担者 太田 香  室蘭工業大学, 大学院工学研究科, 文部科学省卓越研究員(准教授) (50713971)
李 鶴  室蘭工業大学, 大学院工学研究科, 文部科学省卓越研究員(助教) (40759891)
Kien Nguyen  千葉大学, 大学院工学研究院, 助教 (80647222)
研究期間 (年度) 2020-04-01 – 2024-03-31
キーワードpoint cloud / video streaming / MEC / AI / VR/AR/MR
研究実績の概要

Point cloud video is the most popular representation of hologram, which is the medium to precedent natural content in VR/AR/MR, and is expected to be the next generation video by providing users with better immersive viewing experience. Point cloud video has wide applications in Society 5.0 such as for online education and entertainment. To further enhance these applications, networked point cloud video is in critical demand.

This project aims to solve the core technical questions for a high quality point cloud video streaming and promote the applications of point cloud video in Society 5.0. Towards this goal, we have mainly considered: 1) survey the state-of-the-art schemes of point cloud video streaming system, 2) how to design transmission friendly or scalable point cloud video codec, and 3) how to utilize AI to build MEC for the point cloud video streaming, in the first year.

Part of the results have been published in IEEE journals and conferences

現在までの達成度 (区分)
現在までの達成度 (区分)

2: おおむね順調に進展している

理由

According to the schedule, we focus on the survey, the codec design, MEC design in the first year. Although some of the exchanges have been delayed due to covid, the overall progress is smooth

今後の研究の推進方策

Based on the obtained results, next year we will focus on the following three technical challenges:
1. AI-empowered point cloud video transmission
2. AI-inspired MEC for point cloud video transmission
3. solving the issues of the high-complexity codec for point cloud video transmission

  • 研究成果

    (12件)

すべて 2021 2020 その他

すべて 国際共同研究 (1件) 雑誌論文 (7件) (うち国際共著 5件、 査読あり 7件) 学会発表 (4件) (うち国際学会 4件)

  • [国際共同研究] Hefei University of Technology/Shanghai Jiao Tong University(中国)

    • 国名
      中国
    • 外国機関名
      Hefei University of Technology/Shanghai Jiao Tong University
  • [雑誌論文] An Intelligent Collaboration Trust Interconnections System for Mobile Information Control in Ubiquitous 5G Networks2021

    • 著者名/発表者名
      Huang Shaobo、Zeng Zhiwen、Ota Kaoru、Dong Mianxiong、Wang Tian、Xiong Neal N.
    • 雑誌名

      IEEE Transactions on Network Science and Engineering

      巻: 8 ページ: 347~365

    • DOI

      10.1109/TNSE.2020.3038454

    • 査読あり / 国際共著
  • [雑誌論文] Deploying SDN Control in Internet of UAVs: Q-Learning-Based Edge Scheduling2021

    • 著者名/発表者名
      Zhang Chaofeng、Dong Mianxiong、Ota Kaoru
    • 雑誌名

      IEEE Transactions on Network and Service Management

      巻: 18 ページ: 526~537

    • DOI

      10.1109/TNSM.2021.3059159

    • 査読あり
  • [雑誌論文] Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular Environment2020

    • 著者名/発表者名
      Wu Celimuge、Liu Zhi、Liu Fuqiang、Yoshinaga Tsutomu、Ji Yusheng、Li Jie
    • 雑誌名

      IEEE Transactions on Cognitive Communications and Networking

      巻: 6 ページ: 1155~1165

    • DOI

      10.1109/TCCN.2020.3002253

    • 査読あり / 国際共著
  • [雑誌論文] Completion Time and Energy Optimization in the UAV-Enabled Mobile-Edge Computing System2020

    • 著者名/発表者名
      Zhan Cheng、Hu Han、Sui Xiufeng、Liu Zhi、Niyato Dusit
    • 雑誌名

      IEEE Internet of Things Journal

      巻: 7 ページ: 7808~7822

    • DOI

      10.1109/JIOT.2020.2993260

    • 査読あり / 国際共著
  • [雑誌論文] QoE-Driven Coupled Uplink and Downlink Rate Adaptation for 360-Degree Video Live Streaming2020

    • 著者名/発表者名
      Li Jie、Feng Ransheng、Sun Wei、Liu Zhi、Li Qiyue
    • 雑誌名

      IEEE Communications Letters

      巻: 24 ページ: 863~867

    • DOI

      10.1109/LCOMM.2020.2966193

    • 査読あり / 国際共著
  • [雑誌論文] Big Data on the Fly: UAV-Mounted Mobile Edge Computing for Disaster Management2020

    • 著者名/発表者名
      Xu Jianwen、Ota Kaoru、Dong Mianxiong
    • 雑誌名

      IEEE Transactions on Network Science and Engineering

      巻: 7 ページ: 2620~2630

    • DOI

      10.1109/TNSE.2020.3016569

    • 査読あり
  • [雑誌論文] Throughput and Delay Analysis of IEEE 802.11-Based Tree-Topology Networks2020

    • 著者名/発表者名
      Kanematsu Takeshi、Wan Yin、Sanada Kosuke、Li Zhetao、Pei Tingrui、Choi Young-June、Nguyen Kien、Sekiya Hiroo
    • 雑誌名

      IEEE Open Journal of the Communications Society

      巻: 1 ページ: 1295~1305

    • DOI

      10.1109/OJCOMS.2020.3021129

    • 査読あり / 国際共著
  • [学会発表] Age of Information-Aware Resource Awareness in UAV-Assisted Mobile-Edge Computing Systems2020

    • 著者名/発表者名
      Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, and Yusheng Ji
    • 学会等名
      2020 IEEE Global Communications Conference (Globecom)
    • 国際学会
  • [学会発表] Optimal Transmission of 360 VR Videos with Perfect, Imperfect and unknown FoV Viewing Probabilities2020

    • 著者名/発表者名
      Lingzhi Zhao, Chengjun Guo, Ying Cui, Zhi Liu
    • 学会等名
      2020 IEEE Global Communications Conference (Globecom)
    • 国際学会
  • [学会発表] Joint Communication and Computational Resource Allocation for QoE-driven Point Cloud Video Streaming2020

    • 著者名/発表者名
      Jie Li, Cong Zhang, Zhi Liu, Wei Sun, Qiyue Li
    • 学会等名
      54th IEEE International Conference on Communications (ICC),
    • 国際学会
  • [学会発表] Enabling P4-based Multipath Communication in Wireless Networks2020

    • 著者名/発表者名
      Hiroaki Motohashi, Kien Nguyen, Hiroo Sekiy
    • 学会等名
      IEEE GLOBECOM Workshop
    • 国際学会

URL: 

公開日: 2022-12-28  

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