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2019 年度 実施状況報告書

見守りシステムのためのコンテクスト・アウェアなIoTプラットフォームの研究開発

研究課題

研究課題/領域番号 18K11255
研究機関東京大学

研究代表者

杜 平  東京大学, 大学院情報学環・学際情報学府, 特任准教授 (10462912)

研究期間 (年度) 2018-04-01 – 2021-03-31
キーワードInternet-of-Things (IoT) / Mobile Network / Context-aware
研究実績の概要

In the second fiscal of this project, we have focused on the deployment of the context-aware IoT system. We have made achievements as follows.
1) Context-ware IoT sensors and gateways. We have developed multiple kinds of IoT sensors (including temperature, humidity, atmospheric pressure, GPS) and gateways (including arduino version and raspberry version) for monitoring people’s lifestyle. We have deployed multiple IoT sensors and gateways in Hiroshima to monitor the ocean environment to support the local fisheries industry.
2) Context-aware mobile network. First, we cooperated with a mobile network carrier to integrate our private LTE with a public LTE network, where a user can migrate between the private LTE and the public LTE network with only one SIM. Second, we extended Private LTE to Local 5G for higher bandwidth and lower latency.
3) High-speed PPPoE Router. We have done more experiments and the extension the work of a 10Gbps software PPPoE router for home IoT network built last year has been published as an IEICE journal paper.

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

We have done more development work and more publication than listed in our proposal. Our work has been highly evaluated by industry and academic.
In industry, our real IoT system has been deployed in Hiroshima to monitor the ocean environment which can reduce the burden of workers in fisheries industry. We have cooperated with multiple companies on the topic of IoT. Our context-aware IoT system has a strong practical value in helping people to monitor the “new lifestyle” in the post-COVID era. We are deploying it in campus.
In academic research, we have published 1 journal paper, 4 international conference papers, and 14 technical reports in this fiscal year.

今後の研究の推進方策

In the third fiscal year, we have the following research plan.
1) We will deploy our IoT gateways and sensors in the university campus to monitor the people's lifestyle in the post-COVID era. For example, we plan to detect how many people in the campus and where is the heatmap.
2) We will have more real use cases for our IoT systems. For example, we will extend the IoT from fishery industry to agriculture. We plan to monitor the environment such as temperature and humidity, atmospheric pressure in a farm at Fukushima.
3) We will integrate the IoT system with local 5G system for more high-throughput and low-latency IoT applications.
4) We will do more publication as in the proposal.

次年度使用額が生じた理由

In the second fiscal year, our development have shared equipments (IoT devices, eNB and EPC) with other projects. Moreover, the international conference we attended was hold in Japan so we can save our budget of the first two fiscal year.
In the third fiscal year, we need to buy more equipments dedicated to this project.

  • 研究成果

    (19件)

すべて 2020 2019

すべて 雑誌論文 (1件) (うち査読あり 1件) 学会発表 (18件) (うち国際学会 4件、 招待講演 1件)

  • [雑誌論文] Design and Implementation of 10Gbps Software PPPoE Router for IoT Smart Home Network2020

    • 著者名/発表者名
      DU Ping、NAKAO Akihiro、MIKI Satoshi、INOUE Makoto
    • 雑誌名

      IEICE Transactions on Communications

      巻: E103.B ページ: 422~430

    • DOI

      10.1587/transcom.2019EBT0002

    • 査読あり
  • [学会発表] Deep Learning-based C/U Plane Separation Architecture for Automotive Edge Computing2019

    • 著者名/発表者名
      Ping Du, Akihiro Nakao, Zhaoxia Sun, Lei Zhong and Ryokichi Onishi
    • 学会等名
      The Fourth ACM/IEEE Symposium on Edge Computing (SEC), Poster Presentation
    • 国際学会
  • [学会発表] Understanding Intelligent RAN Slicing for Future Mobile Networks Through Field Test2019

    • 著者名/発表者名
      Ping Du and Akihiro Nakao
    • 学会等名
      The 20th Asia-Pacific Network Operations and Management Symposium (APNOMS)
    • 国際学会
  • [学会発表] Building Dynamic Mapping with CUPS for Next Generation Automotive Edge Computing2019

    • 著者名/発表者名
      Zhaoxia Sun, Ping Du, Akihiro Nakao, Lei Zhong and Ryokichi Onishi
    • 学会等名
      IEEE 8th International Conference on Cloud Networking (CloudNet)
    • 国際学会
  • [学会発表] Evaluation of the Zero Rating System for MVNO in the New Mobile Network Era2019

    • 著者名/発表者名
      Ming Yang, Ping Du, Noriaki Kamiyama and Akihiro Nakao
    • 学会等名
      The 20th Asia-Pacific Network Operations and Management Symposium (APNOMS)
    • 国際学会
  • [学会発表] Application-Specific Network Slicing Leveraging P4 Switch and Deep Learning2019

    • 著者名/発表者名
      Ping Du and Akihiro Nakao
    • 学会等名
      IEICE, NS2019-9
    • 招待講演
  • [学会発表] Implementing Application-Specific Edge Computing Network Architecture for 5G Networks2019

    • 著者名/発表者名
      Ping Du and Akihiro Nakao
    • 学会等名
      IEICE General Conference
  • [学会発表] Intelligent Mobile Network Optimization for Next Generation MVNO Networks2019

    • 著者名/発表者名
      Ping Du, Akihiro Nakao, Atsushi Miyake and Satoshi Nakajima
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] 携帯電話網の障害発生時におけるIoT機器での通信経路切り替え技術2019

    • 著者名/発表者名
      渡邉直紀,瀧田悠一,中尾彰宏,杜 平
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] 5G超低遅延通信と大容量通信を利用する遠隔監視システムの構築2019

    • 著者名/発表者名
      甄 宇杰,杜 平,中尾彰宏,外園悠貴,南田智昭,油川雄司
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] Gにおける28GHz帯を用いた水中ドローン遠隔制御実験”,2019

    • 著者名/発表者名
      外園悠貴,南田智昭,油川雄司,杜 平,中尾彰宏
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] 効率的な同時コンテンツ配信のためのSoftware-Defined Multicastのシミュレーションによる評価2019

    • 著者名/発表者名
      関口頌一朗,森 翔平,杜 平,西村 敏,山本正男,中尾彰宏
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] 効率的な同時コンテンツ配信のためのSoftware-Defined Multicastの実機による実装と評価2019

    • 著者名/発表者名
      森 翔平,関口頌一朗,杜 平,西村 敏,山本正男,中尾彰宏
    • 学会等名
      IEICE, NS2020-3
  • [学会発表] Democratizing Fine-Grained RAN Slicing2019

    • 著者名/発表者名
      Akihiro Nakao and Ping Du
    • 学会等名
      Society Conference of IEICE, BP1-1-1
  • [学会発表] Software-Defined Multicast for Efficient Simultaneous Content Delivery2019

    • 著者名/発表者名
      Shoichiro Sekiguchi, Shohei Mori, Ping Du, Satoshi Nishimura, Masao Yamamoto and Akihiro Nakao
    • 学会等名
      Society Conference of IEICE, BS-5-10
  • [学会発表] Next-Generation Surveillance System Leveraging Edge and Cloud Computing2019

    • 著者名/発表者名
      Jiaxing Lu, Ping Du and Akihiro Nakao
    • 学会等名
      Society Conference of IEICE, BS-4-19
  • [学会発表] Dynamic Mapping Application Through Control and User Plane Separation (CUPS) and Edge Computing in Next Generation Mobile Networks2019

    • 著者名/発表者名
      Zhaoxia Sun, Ping Du, Lei Zhong, Ryokichi Onishi and Akihiro Nakao
    • 学会等名
      IEICE NS2019-43
  • [学会発表] Flexible Extensions to Private LTE Networking with Softwarization2019

    • 著者名/発表者名
      Akihiro Nakao,Ping Du, Daisuke Maruyam and Munenori Ohuchi
    • 学会等名
      IEICE NS2019-42
  • [学会発表] Context-aware UE Slicing Leveraging Deep Learning and Software-Defined RAN2019

    • 著者名/発表者名
      Ping Du and Akihiro Nakao
    • 学会等名
      General Conference of IEICE, BS-4-1

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公開日: 2021-01-27  

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