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AI-empowered Point Cloud Video Streaming

Research Project

Project/Area Number 20H04174
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 60060:Information network-related
Research InstitutionThe University of Electro-Communications

Principal Investigator

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

Co-Investigator(Kenkyū-buntansha) 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(教授) (50713971)
李 鶴  室蘭工業大学, 大学院工学研究科, 准教授 (40759891)
Kien Nguyen  千葉大学, 大学院工学研究院, 准教授 (80647222)
Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2023: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2021: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2020: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywordspoint cloud / MEC / Video streaming / AI / VR/AR/MR / reinforcement learning / prediction / video streaming / viewport prediction / point cloud video
Outline of Research at the Start

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.

Outline of Final Research Achievements

This project aims to provide a high quality point cloud video streaming. In particular, we would like to solve the high complexity issue of the video encoding/decoding to facilitate the point cloud video transmission. Then we would like to use AI technologies, such as deep neural networks, to predict future viewing angle to eventually avoid transmitting the unwatched part of the point cloud video. We also would like to use the AI technologies, such as deep reinforcement learning, to manage the network resources to maximize the quality of point cloud video received by users. To provide the computation capacity required for the encoding, transcoding and decoding, AI technologies will also be used to help maximize the usage of the nearby available communication and computation resources. Prototype will be built to verify the performance and help adjust the designed schemes accordingly.

Academic Significance and Societal Importance of the Research Achievements

ポイントクラウド映像(点群映像)システムは、ユーザーに六自由度の没入型視聴体験を提供し、3Dシーンの任意の視点を自由に選択できるようにします。この技術は次世代の映像技術として期待されており、その卓越した視聴体験と異なる視点からの視聴が可能な特性から、学術界と産業界の両方で注目を集め、多くの応用分野で広く利用されています。
また、このプロジェクトで開発された技術は、この分野の研究課題を解決するだけでなく、他の関連する研究課題の解決にも役立つ可能性があります。

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (64 results)

All 2024 2023 2022 2021 2020 Other

All Int'l Joint Research (5 results) Journal Article (34 results) (of which Int'l Joint Research: 20 results,  Peer Reviewed: 28 results,  Open Access: 3 results) Presentation (25 results) (of which Int'l Joint Research: 25 results,  Invited: 1 results)

  • [Int'l Joint Research] Hefei University of Technology(中国)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] Shanghai Jiao Tong University/Hefei University of Technology(中国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] VTT Technical Research Centre of Finland(フィンランド)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Shanghai Jiao Tong University/Hefei University of Technology(中国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Hefei University of Technology/Shanghai Jiao Tong University(中国)

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Navigating Industry 5.0: A Survey of Key Enabling Technologies, Trends, Challenges, and Opportunities2024

    • Author(s)
      Tallat Raiha、Hawbani Ammar、Wang Xingfu、Al-Dubai Ahmed、Zhao Liang、Liu Zhi、Min Geyong、Zomaya Albert Y.、Alsamhi Saeed Hamood
    • Journal Title

      IEEE Communications Surveys & Tutorials

      Volume: - Issue: 2 Pages: 1-1

    • DOI

      10.1109/comst.2023.3329472

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] QoE provisioning system for VoIP and video streaming using software-defined networking and IOTA micropayment2023

    • Author(s)
      Chen Jiayang、Masaki Hideya、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      IEICE Communications Express

      Volume: 12 Issue: 12 Pages: 587-590

    • DOI

      10.23919/comex.2023COL0002

    • ISSN
      2187-0136
    • Year and Date
      2023-12-01
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based Approach2023

    • Author(s)
      Li Jie、Wang Huiyu、Liu Zhi、Zhou Pengyuan、Chen Xianfu、Li Qiyue、Hong Richang
    • Journal Title

      IEEE Transactions on Circuits and Systems for Video Technology

      Volume: 33 Issue: 12 Pages: 7870-7883

    • DOI

      10.1109/tcsvt.2023.3277893

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An Accurate Platform for Investigating TCP Performance in Wi-Fi Networks2023

    • Author(s)
      Aoyagi Shunji、Horie Yuki、Thi Thu Hien Do、Duc Ngo Thanh、Le Duy-Dinh、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Future Internet

      Volume: 15 Issue: 7 Pages: 246-246

    • DOI

      10.3390/fi15070246

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Autonomous Smart Grid Fault Detection2023

    • Author(s)
      Li Qiyue、Deng Yuxing、Liu Xin、Sun Wei、Li Weitao、Li Jie、Liu Zhi
    • Journal Title

      IEEE Communications Standards Magazine

      Volume: - Issue: 2 Pages: 1-9

    • DOI

      10.1109/mcomstd.0001.2200019

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Incipient Fault Detection in Power Distribution System: A Time?Frequency Embedded Deep-Learning-Based Approach2023

    • Author(s)
      Li Qiyue、Luo Huan、Cheng Hong、Deng Yuxing、Sun Wei、Li Weitao、Liu Zhi
    • Journal Title

      IEEE Transactions on Instrumentation and Measurement

      Volume: 72 Pages: 1-14

    • DOI

      10.1109/tim.2023.3250220

    • Related Report
      2022 Annual Research Report
  • [Journal Article] An Online Orchestration Mechanism for General-Purpose Edge Computing2023

    • Author(s)
      Shao Xun、Hasegawa Go、Dong Mianxiong、Liu Zhi、Masui Hiroshi、Ji Yusheng
    • Journal Title

      IEEE Transactions on Services Computing

      Volume: 16 Issue: 2 Pages: 927-940

    • DOI

      10.1109/tsc.2022.3164149

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An implementation and evaluation of MPTCP-based IoT router2023

    • Author(s)
      Tsuru Taichi、Hasegawa Mikio、Shoji Yozo、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Multimedia Tools and Applications

      Volume: - Issue: 18 Pages: 28389-28404

    • DOI

      10.1007/s11042-023-14781-8

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Fine-grained QoS provisioning with micropayments in wireless networks2023

    • Author(s)
      Masaki Hideya、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Nonlinear Theory and Its Applications, IEICE

      Volume: 14 Issue: 1 Pages: 50-65

    • DOI

      10.1587/nolta.14.50

    • ISSN
      2185-4106
    • Related Report
      2022 Annual Research Report
  • [Journal Article] Optimal Volumetric Video Streaming with Hybrid Saliency based Tiling2022

    • Author(s)
      Li Jie、Zhang Cong、Liu Zhi、Hong Richang、Hu Han
    • Journal Title

      IEEE Transactions on Multimedia

      Volume: - Pages: 1-1

    • DOI

      10.1109/tmm.2022.3153208

    • Related Report
      2023 Annual Research Report 2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Spherical Convolution empowered Viewport Prediction in 360 Video Multicast with Limited FoV Feedback2022

    • Author(s)
      Li Jie、Han Ling、Zhang Chong、Li Qiyue、Liu Zhi
    • Journal Title

      ACM Transactions on Multimedia Computing, Communications, and Applications

      Volume: XX Issue: 1 Pages: 1-23

    • DOI

      10.1145/3511603

    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention Network2022

    • Author(s)
      Gu Yu、Zhang Xiang、Wang Yantong、Wang Meng、Yan Huan、Ji Yusheng、Liu Zhi、Li Jianhua、Dong Mianxiong
    • Journal Title

      IEEE Transactions on Human-Machine Systems

      Volume: 52 Issue: 4 Pages: 736-746

    • DOI

      10.1109/thms.2022.3163189

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      2022 Annual Research Report
  • [Journal Article] Accurate discharge and water level forecasting using ensemble learning with genetic algorithm and singular spectrum analysis-based denoising2022

    • Author(s)
      Nguyen Anh Duy、Le Nguyen Phi、Vu Viet Hung、Pham Quoc Viet、Nguyen Viet Huy、Nguyen Minh Hieu、Nguyen Thanh Hung、Nguyen Kien
    • Journal Title

      Scientific Reports

      Volume: 12 Issue: 1

    • DOI

      10.1038/s41598-022-22057-8

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      2022 Annual Research Report
  • [Journal Article] Social Media Driven Big Data Analysis for Disaster Situation Awareness: A Tutorial2022

    • Author(s)
      Pal Amitangshu、Wang Junbo、Wu Yilang、Kant Krishna、Liu Zhi、Sato Kento
    • Journal Title

      IEEE Transactions on Big Data

      Volume: - Issue: 1 Pages: 1-1

    • DOI

      10.1109/tbdata.2022.3158431

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems2022

    • Author(s)
      Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Honggang Zhang, Mehdi Bennis, Hang Liu, Yusheng Ji
    • Journal Title

      IEEE Journal on Selected Areas in Communications

      Volume: 40-1 Issue: 1 Pages: 243-258

    • DOI

      10.1109/jsac.2021.3126075

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On the Latency Performance in Private Blockchain Networks2022

    • Author(s)
      Chen Xuan、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      IEEE Internet of Things Journal

      Volume: - Issue: 19 Pages: 1-15

    • DOI

      10.1109/jiot.2022.3165666

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Implementation of Micropayment System Using IoT Devices2021

    • Author(s)
      Nakada Ryota、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Journal of Signal Processing

      Volume: 25 Issue: 4 Pages: 137-140

    • DOI

      10.2299/jsp.25.137

    • NAID

      130008060220

    • ISSN
      1342-6230, 1880-1013
    • Year and Date
      2021-07-01
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Robust Edge Computing in UAV Systems via Scalable Computing and Cooperative Computing2021

    • Author(s)
      Liu Zhi、Zhan Cheng、Cui Ying、Wu Celimuge、Hu Han
    • Journal Title

      IEEE Wireless Communications

      Volume: 28 Issue: 5 Pages: 36-42

    • DOI

      10.1109/mwc.121.2100041

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Point Cloud Video Streaming: Challenges and Solutions2021

    • Author(s)
      Liu Zhi、Li Qiyue、Chen Xianfu、Wu Celimuge、Ishihara Susumu、Li Jie、Ji Yusheng
    • Journal Title

      IEEE Network

      Volume: 35 Issue: 5 Pages: 202-209

    • DOI

      10.1109/mnet.101.2000364

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Adaptive Streaming of 360 Videos With Perfect, Imperfect, and Unknown FoV Viewing Probabilities in Wireless Networks2021

    • Author(s)
      Zhao Lingzhi、Cui Ying、Liu Zhi、Zhang Yunfei、Yang Sheng
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: 30 Pages: 7744-7759

    • DOI

      10.1109/tip.2021.3099741

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and Applications2021

    • Author(s)
      Chen Xianfu、Wu Celimuge、Liu Zhi、Zhang Ning、Ji Yusheng
    • Journal Title

      IEEE Wireless Communications

      Volume: 28 Issue: 2 Pages: 56-62

    • DOI

      10.1109/mwc.001.2000296

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Power-Efficient Wireless Streaming of Multi-Quality Tiled 360 VR Video in MIMO-OFDMA Systems2021

    • Author(s)
      Guo Chengjun、Zhao Lingzhi、Cui Ying、Liu Zhi、Ng Derrick Wing Kwan
    • Journal Title

      IEEE Transactions on Wireless Communications

      Volume: 20 Issue: 8 Pages: 5408-5422

    • DOI

      10.1109/twc.2021.3067803

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Joint Resource Allocation and 3D Aerial Trajectory Design for Video Streaming in UAV Communication Systems2021

    • Author(s)
      Zhan Cheng、Hu Han、Sui Xiufeng、Liu Zhi、Wang Jianan、Wang Honggang
    • Journal Title

      IEEE Transactions on Circuits and Systems for Video Technology

      Volume: 31 Issue: 8 Pages: 3227-3241

    • DOI

      10.1109/tcsvt.2020.3035618

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Decentralizing Private Blockchain-IoT Network with OLSR2021

    • Author(s)
      Chen Xuan、Tian Shujuan、Nguyen Kien、Sekiya Hiroo
    • Journal Title

      Future Internet

      Volume: 13 Issue: 7 Pages: 168-168

    • DOI

      10.3390/fi13070168

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An Intelligent Collaboration Trust Interconnections System for Mobile Information Control in Ubiquitous 5G Networks2021

    • Author(s)
      Huang Shaobo、Zeng Zhiwen、Ota Kaoru、Dong Mianxiong、Wang Tian、Xiong Neal N.
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 8 Issue: 1 Pages: 347-365

    • DOI

      10.1109/tnse.2020.3038454

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Congestion-Aware Scheduling for Software-Defined SAG Networks2021

    • Author(s)
      Tao Xiaoyi、Ota Kaoru、Dong Mianxiong、Qi Heng、Li Keqiu
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 印刷中 Issue: 4 Pages: 1-1

    • DOI

      10.1109/tnse.2021.3055372

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Deploying SDN Control in Internet of UAVs: Q-Learning-Based Edge Scheduling2021

    • Author(s)
      Zhang Chaofeng、Dong Mianxiong、Ota Kaoru
    • Journal Title

      IEEE Transactions on Network and Service Management

      Volume: 18 Issue: 1 Pages: 526-537

    • DOI

      10.1109/tnsm.2021.3059159

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Cost as Performance: VNF Placement at the Edge2021

    • Author(s)
      Tao Xiaoyi、Ota Kaoru、Dong Mianxiong、Qi Heng、Li Keqiu
    • Journal Title

      IEEE Networking Letters

      Volume: 印刷中 Issue: 2 Pages: 1-1

    • DOI

      10.1109/lnet.2021.3065651

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Healthchain: Secure EMRs Management and Trading in Distributed Healthcare Service System2020

    • Author(s)
      Li Chaoyang、Dong Mianxiong、Li Jian、Xu Gang、Chen Xiubo、Ota Kaoru
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 印刷中 Issue: 9 Pages: 1-1

    • DOI

      10.1109/jiot.2020.3038721

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular Environment2020

    • Author(s)
      Wu Celimuge、Liu Zhi、Liu Fuqiang、Yoshinaga Tsutomu、Ji Yusheng、Li Jie
    • Journal Title

      IEEE Transactions on Cognitive Communications and Networking

      Volume: 6 Issue: 4 Pages: 1155-1165

    • DOI

      10.1109/tccn.2020.3002253

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Completion Time and Energy Optimization in the UAV-Enabled Mobile-Edge Computing System2020

    • Author(s)
      Zhan Cheng、Hu Han、Sui Xiufeng、Liu Zhi、Niyato Dusit
    • Journal Title

      IEEE Internet of Things Journal

      Volume: 7 Issue: 8 Pages: 7808-7822

    • DOI

      10.1109/jiot.2020.2993260

    • Related Report
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    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] QoE-Driven Coupled Uplink and Downlink Rate Adaptation for 360-Degree Video Live Streaming2020

    • Author(s)
      Li Jie、Feng Ransheng、Sun Wei、Liu Zhi、Li Qiyue
    • Journal Title

      IEEE Communications Letters

      Volume: 24 Issue: 4 Pages: 863-867

    • DOI

      10.1109/lcomm.2020.2966193

    • Related Report
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  • [Journal Article] Big Data on the Fly: UAV-Mounted Mobile Edge Computing for Disaster Management2020

    • Author(s)
      Xu Jianwen、Ota Kaoru、Dong Mianxiong
    • Journal Title

      IEEE Transactions on Network Science and Engineering

      Volume: 7 Issue: 4 Pages: 2620-2630

    • DOI

      10.1109/tnse.2020.3016569

    • Related Report
      2020 Annual Research Report
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  • [Journal Article] Throughput and Delay Analysis of IEEE 802.11-Based Tree-Topology Networks2020

    • Author(s)
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    • Journal Title

      IEEE Open Journal of the Communications Society

      Volume: 1 Pages: 1295-1305

    • DOI

      10.1109/ojcoms.2020.3021129

    • Related Report
      2020 Annual Research Report
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  • [Presentation] TradeFL: A Trading Mechanism for Cross-Silo Federated Learning2023

    • Author(s)
      Shijing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo, Zhi Liu, Hongyang Chen, Jie Li
    • Organizer
      43rd IEEE International Conference on Distributed Computing Systems (ICDCS),
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Land- scape: Saliency and Trajectory based Viewport Prediction in Point Cloud Video Streaming2023

    • Author(s)
      Jie Li, Zhixin Li, Qiyue Li, Wei Sun, Weitao Li, Huiyu Wang, Zhi Liu
    • Organizer
      21st ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Horizon: a Real- time Point Cloud Video Streaming System over Wireless Networks2023

    • Author(s)
      Jie Li, Huiyu Wang, Qiyue Li, Zhixin Li, Xin Liu, Zhi Liu
    • Organizer
      21st ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Roland: Robust In-band Parallel Communication for Magnetic MIMO Wireless Power Transfer System2023

    • Author(s)
      Wangqiu Zhou, Hao Zhou, Xiang Cui, Xinyu Wang, Xiaoyan Wang, Zhi Liu
    • Organizer
      IEEE International Conference on Computer Commu- nications (INFOCOM)
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
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    • Author(s)
      Shunji Aoyagi, Jong Deok Kim, Kien Nguyen, Hiroo Sekiya
    • Organizer
      APNOMS
    • Related Report
      2023 Annual Research Report
    • Int'l Joint Research
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    • Author(s)
      Jiayang Chen, Kien Nguyen, Hiroo Sekiya
    • Organizer
      APNOMS
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      2023 Annual Research Report
    • Int'l Joint Research
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    • Author(s)
      Thanh Trung Nguyen, Minh Hai Vu, Phi Le Nguyen, Phan Thuan Do, Kien Nguyen,
    • Organizer
      IEEE CCNC 2023
    • Related Report
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    • Int'l Joint Research
  • [Presentation] Blockchain Based Se- cure Outsourcing Data Integrity Auditing for Internet of Things in Cloud-edge Environment2022

    • Author(s)
      Yangfei Lin, Celimuge Wu, Yusheng Ji, Jie Li, Zhi Liu,
    • Organizer
      The 18th International Conference on Mobility, Sensing and Net- working (IEEE MSN 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Trans-RL: A Prediction-Control Approach for QoE-Aware Point Cloud Video Stream2022

    • Author(s)
      Cunhui Zhang, Yangjie Cao, Zhi Liu, Rui Yin, Yongdong Zhu, Xianfu Chen
    • Organizer
      2022 IEEE Global Communications Conference (Globecom)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] WiVi: WiFi- Video Cross-Modal Fusion based Multi-Path Gait Recognition System2022

    • Author(s)
      Jinmeng Fan, Hao Zhou, Xiaoyan Wang, Zhi Liu, Xiang-yang L
    • Organizer
      IEEE/ACM International Symposium on Quality of Service (IWQoS 2022),
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      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Time- Frequency Analysis-Based Transient Feature Extraction for Load Monitoring2022

    • Author(s)
      Peng Xia, Hao Zhou, Shenyao Jiang, Fan Deng, Zhi Liu, Xiangyang Li
    • Organizer
      IEEE International Conference on Parallel and Distributed Systems 2022 (IEEE ICPADS 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Empirical Study of MPQUIC Schedulers in Mobile Wireless Network:2022

    • Author(s)
      Minh Hai Vu, Giang T. T. Nguyen, Thanh Trung Nguyen, Hai Dang Tran, Phan Thuan Do, Phi Le Nguyen, Kien Nguyen
    • Organizer
      ACM SoICT
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Latency Evaluation in Ad-hoc IoT-Blockchain Network2022

    • Author(s)
      Yue Su, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE WCSE
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    • Int'l Joint Research
  • [Presentation] Recovery Time Evaluation of Ad-hoc Routing Protocols in IoT-Blockchain2022

    • Author(s)
      Yue Su, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech),
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    • Int'l Joint Research
  • [Presentation] A Host-based Investigation of IPv6 in Academia: The Cases of Japan and Vietnam2022

    • Author(s)
      Kien Nguyen, Phi Le Nguyen, Hiroo Sekiya
    • Organizer
      , IEEE Consumer Communications & Networking Conference (CCNC)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Deep Reinforcement Learning Approach for Point Cloud Video Transmissions2021

    • Author(s)
      Hai Lin, Bo Zhang, Yangjie Cao, Zhi Liu, Xianfu Chen
    • Organizer
      2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal transmission of multi-quality tiled 360 VR video in MIMO-OFDMA systems2021

    • Author(s)
      Chengjun Guo, Ying Cui, Zhi Liu, Derrick Wing Kwan Ng
    • Organizer
      ICC 2021-IEEE International Conference on Communications
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A QoS-guaranteed System with Software Defined Networking and Micropayment:2021

    • Author(s)
      Hideya Masaki, Kien Nguyen, Hiroo Sekiya
    • Organizer
      The 26th IEEE Asia-Pacific Conference on Communications (APCC)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Comparison of Distributed Ledger Technologies in IoT: IOTA Versus Ethereum2021

    • Author(s)
      Xuan Chen, Ryota Nakada, Kien Nguyen, Hiroo Sekiya
    • Organizer
      The 20th IEEE International Symposium on Communications and Information Technologies (ISCIT 2021),
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An IOTA-Based Micropayment System for Air Quality Monitoring Application2021

    • Author(s)
      Ryota Nakada, Zhetao Li, Tingrui Pei, Kien Nguyen, Hiroo Sekiya
    • Organizer
      IEEE 94th Vehicular Technology Conference (VTC2021-Fall)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks2021

    • Author(s)
      Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh Hung Nguyen, Kien Nguyen
    • Organizer
      IEEE international conference on embedded and ubiquitous computing (EUC 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Age of Information-Aware Resource Awareness in UAV-Assisted Mobile-Edge Computing Systems2020

    • Author(s)
      Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, and Yusheng Ji
    • Organizer
      2020 IEEE Global Communications Conference (Globecom)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Optimal Transmission of 360 VR Videos with Perfect, Imperfect and unknown FoV Viewing Probabilities2020

    • Author(s)
      Lingzhi Zhao, Chengjun Guo, Ying Cui, Zhi Liu
    • Organizer
      2020 IEEE Global Communications Conference (Globecom)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Joint Communication and Computational Resource Allocation for QoE-driven Point Cloud Video Streaming2020

    • Author(s)
      Jie Li, Cong Zhang, Zhi Liu, Wei Sun, Qiyue Li
    • Organizer
      54th IEEE International Conference on Communications (ICC),
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Enabling P4-based Multipath Communication in Wireless Networks2020

    • Author(s)
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    • Organizer
      IEEE GLOBECOM Workshop
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research

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Published: 2020-04-28   Modified: 2025-01-30  

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