Wireless Network Tomography Considering Spatio-Temporal Correlation

• Project/Area Number: 16K00124
• Research Category: Grant-in-Aid for Scientific Research (C)
• Allocation Type: Multi-year Fund
• Section: 一般
• Research Field: Information network
• Research Institution: Tokyo Metropolitan University (2018); Osaka University (2016-2017)
• Principal Investigator: Matsuda Takahiro 首都大学東京, システムデザイン研究科, 教授 (50314381)
• Project Period (FY): 2016-04-01 – 2019-03-31
• Project Status: Completed (Fiscal Year 2018)
• Budget Amount: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000); Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000); Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
• Keywords: トモグラフィ / 無線通信 / 空間相関 / ネットワークトモグラフィ / 無線ネットワーク / テンソル再構成 / 圧縮センシング / 行列再構成 / 無線トモグラフィ / マルチホップ無線ネットワーク

Outline of Final Research Achievements

In this research project, we have considered wireless network tomography techniques considering spatio-temporal correlation properties in wireless links. We tackled two different network tomography problems: estimation of spatial distributions of received power for drone communication and Indoor RSS map estimation. In the former problem, we proposed a tensor-based wireless tomography scheme and a route control for drones for the wireless tomography scheme. In the latter problem, we proposed a Kalman filter-based wireless tomography using mobile measurement nodes. We validated both the schemes with simulation experiments.

Academic Significance and Societal Importance of the Research Achievements

本研究で検討している無線トモグラフィでは，信号処理・統計的推定理論に基づく手法を用いており，最新の理論を現実の問題に応用するという意味で学術的意義は高い．また，対象としている問題はドローン通信や緊急時の位置推定等，今後ますます重要となる問題であり，社会的にも意義のある研究である．

Research Products

• [Journal Article] Route Referencing and Ordering for Synchronization-Free Delay Tomography in Wireless Networks (2018)
  • Author(s): Kensuke Nakanishi, Teruhito Naka, Shinsuke Hara, Takahiro Matsuda, Kenichi Takizawa, Fumie Ono, and Ryu Miura
  • Journal Title: EURASIP Journal on Wireless Communications and Networking Volume: - Issue: 1
  • DOI: 10.1186/s13638-018-1227-x
  • Peer Reviewed / Open Access
• [Journal Article] Traffic Anomaly Detection Based on Robust Principal Component Analysis Using Periodic Traffic Behavior (2017)
  • Author(s): Takahiro Matsuda, Tatsuya Morita, Takanori Kudo, and Tetsuya Takine
  • Journal Title: IEICE Transactions on Communications Volume: E100.B Issue: 5 Pages: 749-761
  • DOI: 10.1587/transcom.2016EBP3239
  • NAID: 130005631679
  • ISSN: 0916-8516, 1745-1345
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Multi-Dimensional Wireless Tomography Using Tensor-Based Compressed Sensing (2017)
  • Author(s): Takahiro Matsuda, Kengo Yokota, Kazushi Takemoto, Shinsuke Hara, Fumie Ono, Kenichi Takizawa, and Ryu Miura
  • Journal Title: Wireless Personal Communications Volume: - Issue: 3 Pages: 3361-3384
  • DOI: 10.1007/s11277-017-4061-2
  • Peer Reviewed / Acknowledgement Compliant
• [Presentation] 移動端末を用いた観測に基づく無線トモグラフィ (2019)
  • Author(s): 福田健人，松田崇弘，小野文枝，原 晋介，児島史秀，三浦 龍
  • Organizer: 電子情報通信学会総合大会
• [Presentation] Sequential Radio Tomographic Imaging Using Mobile Measurement Nodes (2019)
  • Author(s): Kento Fukuda, Takahiro Matsuda, Fumie Ono, Shinsuke Hara, Ryu Miura, Fumihide Kojima
  • Organizer: IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2019)
  • Int'l Joint Research
• [Presentation] A Compressed Sensing-Based 3D-RSS MAP Completion for UAV Routes Planning (2018)
  • Author(s): Hiroto Nishioka, Azusa Danjo, Shinsuke Hara, Takahiro Matsuda, Fumie Ono, Ryu Miura, and Fumihide Kojima
  • Organizer: 2018 12th International Conference on Sensing Technology (ICST 2018)
  • Int'l Joint Research
• [Presentation] A Dynamic Base Station Switching Scheme Using Change-Point Detection in Heterogeneous Networks (2018)
  • Author(s): Eigo Matsuyama, Takahiro Matsuda, and Tetsuya Takine
  • Organizer: 2018 International Symposium on Nonlinear Theory and Its Applications
  • Int'l Joint Research
• [Presentation] Control Vector Selection with Delay Estimation in Wireless Networked Control Systems (2018)
  • Author(s): Keisuke Nakashima, Takahiro Matsuda, Masaaki Nagahara, and Tetsuya Takine
  • Organizer: IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW 2018)
  • Int'l Joint Research
• [Presentation] 無人航空機システムのための圧縮センシングを用いた受信信号強度分布の推定, (2018)
  • Author(s): 西岡寛人, 原 晋介, 松田崇弘, 小野文枝, 三浦 龍, 児島史秀
  • Organizer: 電子情報通信学会ソサイエティ大会
• [Presentation] ノード故障検出のための反射型ネットワークトモグラフィにおける経路設定手法 (2017)
  • Author(s): 清藤直也，松田崇弘，原晋介，滝沢賢一，小野文枝，三浦龍
  • Organizer: 電子情報通信学会コミュニケーションクオリティ研究会
  • Place of Presentation: 大阪大学中之島センター
  • Year and Date: 2017-01-19
• [Presentation] Reflective Boolean Network Tomography for Node Failure Detection (2017)
  • Author(s): Naoya Kiyofuji, Takahiro Matsuda, Shinsuke Hara, Kenichi Takizawa, Fumie Ono, and Ryu Miura
  • Organizer: the 2017 International Symposium on Nonlinear Theory and Its Applications (NOLTA 2017)
  • Int'l Joint Research
• [Presentation] Cross-Layer Design of an LQG Controller in Multihop TDMA-Based Wireless Networked Control Systems (2017)
  • Author(s): Keisuke Nakashima, Takahiro Matsuda, Masaaki Nagahara, and Tetsuya Takine
  • Organizer: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2017),
  • Int'l Joint Research
• [Presentation] 無人飛行機を用いた3次元受信電力分布の推定 (2017)
  • Author(s): 清藤直也, 西岡寛人, 松田崇弘, 原晋介, 小野文枝, 三浦龍, 児島史秀
  • Organizer: 電子情報通信学会高信頼制御通信研究会
• [Presentation] モバイル・無線ネットワークのためのネットワーク計測手法 (2016)
  • Author(s): 松田崇弘
  • Organizer: 電子情報通信学会スマート無線研究会
  • Place of Presentation: 大阪大学中之島センター
  • Year and Date: 2016-10-27
  • Invited
• [Presentation] 無線ネットワーク化制御システムにおける制御システムの安定性を考慮した適応的パケット転送方式 (2016)
  • Author(s): 仲島圭将，松田崇弘，滝根哲哉
  • Organizer: 電子情報通信学会コミュニケーションクオリティ研究会
  • Place of Presentation: 筑波山江戸屋
  • Year and Date: 2016-08-29