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2017 年度 実績報告書

Real-time Video Analytics in Compressed Domain for Big Data Traffic Management

研究課題

研究課題/領域番号 15K21599
研究機関静岡大学

研究代表者

劉 志  静岡大学, 工学部, 助教 (90750240)

研究期間 (年度) 2015-04-01 – 2018-03-31
キーワードvideo analysis / compressed domain / traffic reduction / edge processing / traffic managment
研究実績の概要

An overwhelming proportion of collected data is visual media, and it is essential to try to reduce the unnecessary traffic (i.e. traffic management), improve the current computation capacity at the network edge and improve the network conditions. During this year, we implemented the compressed domain video analysis tools, studied how to provide the extra computation capability at the network (including the general mobile edge computing and edge computing in VANETs) and studied how to improve some typical networks.
The results are submitted to or published in conference and journals.

  • 研究成果

    (19件)

すべて 2018 2017 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 2件、 査読あり 7件、 オープンアクセス 1件) 学会発表 (11件) (うち国際学会 11件)

  • [国際共同研究] Shanghai Jiaotong University/Hefei University of Technology/Zhengzhou University(China)

    • 国名
      中国
    • 外国機関名
      Shanghai Jiaotong University/Hefei University of Technology/Zhengzhou University
  • [雑誌論文] Cost- and Energy-Aware Multi-Flow Mobile Data Offloading Using Markov Decision Pro- cess,2018

    • 著者名/発表者名
      Cheng Zhang, Bo Gu, Zhi Liu, Kyoko Yamori, Yoshiaki Tanaka
    • 雑誌名

      IEICE Transactions on Communications

      巻: E 101-B ページ: 657-666

    • DOI

      10.1587/transcom.2017NRP0014

    • 査読あり
  • [雑誌論文] A Deep Rein- forcement Learning Based Approach for Cost- and Energy-Aware Multi-Flow Mo- bile Data Offloading2018

    • 著者名/発表者名
      Cheng Zhang, Zhi Liu, Bo Gu, Kyoko Yamori, Yoshiaki Tanaka
    • 雑誌名

      IEICE Transaction on Communications

      巻: - ページ: -

    • DOI

      10.1587/transcom.2017CQP0014

    • 査読あり
  • [雑誌論文] Data Driven Cyber-Physical System for Landslide Detection2018

    • 著者名/発表者名
      Liu Zhi、Tsuda Toshitaka、Watanabe Hiroshi、Ryuo Satoko、Iwasawa Nagateru
    • 雑誌名

      Mobile Networks and Applications

      巻: - ページ: 1-12

    • DOI

      10.1007/s11036-018-1031-1

    • 査読あり
  • [雑誌論文] Distributed hole-bypassing protocol in WSNs with constant stretch and load balancing2017

    • 著者名/発表者名
      Nguyen Phi Le、Ji Yusheng、Liu Zhi、Vu Huy、Nguyen Khanh-Van
    • 雑誌名

      Computer Networks

      巻: 129 ページ: 232~250

    • DOI

      10.1016/j.comnet.2017.10.001

    • 査読あり / 国際共著
  • [雑誌論文] RMDS: Ranging and multidimensional scaling-based anchor-free localization in large-scale wireless sensor networks with coverage holes2017

    • 著者名/発表者名
      Li Qiyue、Chu Baoyu、Wu Zhong、Sun Wei、Chen Liangfeng、Li Jie、Liu Zhi
    • 雑誌名

      International Journal of Distributed Sensor Networks

      巻: 13 ページ: 1-17

    • DOI

      10.1177/1550147717724659

    • 査読あり / オープンアクセス / 国際共著
  • [雑誌論文] A Stackelberg Game Based Pricing and User Association for Spectrum S- plitting Macro-Femto HetNets2017

    • 著者名/発表者名
      Bo Gu, Zhi Liu, Cheng Zhang, Kyoko Yamori, Osamu Mizuno, Yoshiaki Tanaka
    • 雑誌名

      IEICE Transaction on Communications

      巻: E101-B ページ: 154-162

    • DOI

      10.1587/transcom.2017EBP3097

    • 査読あり
  • [雑誌論文] AVE: Autonomous Vehicular Edge Computing Framework with ACO-Based Scheduling2017

    • 著者名/発表者名
      Feng Jingyun、Liu Zhi、Wu Celimuge、Ji Yusheng
    • 雑誌名

      IEEE Transactions on Vehicular Technology

      巻: 66 ページ: 10660~10675

    • DOI

      10.1109/TVT.2017.2714704

    • 査読あり
  • [学会発表] Popularity-aware Video Caching Management in Topology- known Content-Centric Network2018

    • 著者名/発表者名
      Zhi Liu, Mianxiong Dong, Susumu Ishihara, Cheng Zhang, Bo Gu, Yusheng Ji, Yoshiaki Tanaka
    • 学会等名
      IEEE International Conference on Communi- cations (ICC)
    • 国際学会
  • [学会発表] EmoSense: Ubiquitous Emotion Sensing via Off-the-shelf WiFi Devices2018

    • 著者名/発表者名
      Yu Gu, Tao Liu, Jie Li, Fuji Ren, Zhi Liu, Xiaoyan Wang, Peng Li
    • 学会等名
      EEE International Conference on Communications (ICC)
    • 国際学会
  • [学会発表] Sleepy: Adaptive Sleep Monitoring from Afar with Commodity WiFi Infrastructures2018

    • 著者名/発表者名
      Yu Gu, Jinhai Zhan, Zhi Liu, Yusheng Ji, Jie Li, Xiaoyan Wang
    • 学会等名
      IEEE Wireless Communications and Networking Conference (WCNC)
    • 国際学会
  • [学会発表] Effect of channel bonding and parallel data transmission with IEEE802.11n wireless LAN in a small sewer pipe2018

    • 著者名/発表者名
      Yuki Takei, Zhi Liu, Susumu Ishihara
    • 学会等名
      The 32nd International Conference on Information Networking (ICOIN)
    • 国際学会
  • [学会発表] On the Effectiveness of FILS with IEEE 802.11ad Wireless2017

    • 著者名/発表者名
      Hiroki Kushida, Mineo Takai, Hiroshi Mano, Zhi Liu, Susumu Ishihara
    • 学会等名
      The 23rd Asia-Pacific Conference on Communications (APCC)
    • 国際学会
  • [学会発表] Coordinated Edge- Caching System Design for Content Delivery in Information centric network2017

    • 著者名/発表者名
      Xiaolan Jiang, Zhi Liu, Yusheng Ji, Lei Zhong, Ying Cui
    • 学会等名
      IEEE Global Communications Conference (GLOBECOM)
    • 国際学会
  • [学会発表] Power-Efficient Multi-Quality Multicast Beamforming based on SVC and Superposition Coding2017

    • 著者名/発表者名
      Chengjun Guo, Ying Cui, Derrick Wing Kwan Ng, Zhi Liu
    • 学会等名
      IEEE Global Communications Conference (GLOBECOM)
    • 国際学会
  • [学会発表] Energy-efficient Resource Allocation for Multi-user Mobile Edge Computing2017

    • 著者名/発表者名
      Junfeng Guo, Zhaozhe Song, Ying Cui, Zhi Liu, Yusheng Ji
    • 学会等名
      IEEE Global Communications Conference (GLOBECOM)
    • 国際学会
  • [学会発表] Water-Filling Transmission Power Allocation Algorithm for Joint Utility Optimization in Femtocell Networks2017

    • 著者名/発表者名
      Bo Gu, Mianxiong Dong, Zhi Liu, Cheng Zhang, Yoshiaki Tanaka
    • 学会等名
      IEEE Global Communications Conference (GLOBECOM)
    • 国際学会
  • [学会発表] Leveraging Location-Based Advertising to Wireless Local Area Network Deployment2017

    • 著者名/発表者名
      Cheng Zhang, Zhi Liu, Bo Gu, Kyoko Yamori , Yoshiaki Tanaka
    • 学会等名
      13th International Conference on Network and Service Management (CNSM)
    • 国際学会
  • [学会発表] Energy-Efficient Resource Allocation for Cache-enabled Mobile Edge Computing2017

    • 著者名/発表者名
      Ying Cui, Wen He, Chun Ni, Chengjun Guo, Zhi Liu
    • 学会等名
      42th IEEE Conference on Local Computer Networks (LCN)
    • 国際学会

URL: 

公開日: 2018-12-17  

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