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Research for image expansion method using fully polarimetric data and multiple scattering signals for ultra wideband radar

Research Project

Project/Area Number 15H04015
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionThe University of Electro-Communications

Principal Investigator

Kirimoto Tetsuo  電気通信大学, 大学院情報理工学研究科, 教授 (10364142)

Co-Investigator(Kenkyū-buntansha) 木寺 正平  電気通信大学, 大学院情報理工学研究科, 准教授 (00549701)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥15,990,000 (Direct Cost: ¥12,300,000、Indirect Cost: ¥3,690,000)
Fiscal Year 2017: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2016: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2015: ¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Keywordsレーダ信号処理 / 画像レーダ / 多偏波解析 / 多重散乱解析 / ドップラ速度推定 / 壁透過レーダ / 計測工学 / UWBレーダ / 応用電波工学 / 通信工学 / 電波応用工学
Outline of Final Research Achievements

This research focuses on the topic for the image expansion scheme under the limited radar aperture size. For the above purpose, three subtopics as “1. Image expansion with fully polarimetric data”, “2. Human body imaging exploiting Doppler velocity discrimination”, and “3. Image expansion using multiple scattering effect”. In the subtopic 1, we incorporated the fully polarimetric data based machine learning and the RPM method for image expansion. In the subtopic 2, we proposed the micro-Doppler based data clustering algorithm for human body imaging assuming the MIMO radar system. And, in the subtopic 3, the multiple scattering signals are accurately recognized by the Doppler velocity and the RPM image assuming the through-the-wall imaging scenario. The effectiveness of each proposed method has been basically demonstrated through realistic numerical simulation using FDTD method, and the results are overcoming the limitation of the conventional radar imaging algorithms.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (38 results)

All 2018 2017 2016 2015

All Journal Article (7 results) (of which Peer Reviewed: 7 results,  Open Access: 1 results,  Acknowledgement Compliant: 1 results) Presentation (31 results) (of which Int'l Joint Research: 16 results,  Invited: 3 results)

  • [Journal Article] Super-Resolution Time of Arrival Estimation Using Random Resampling in Compressed Sensing2018

    • Author(s)
      Masanari Noto, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Journal Title

      IEICE Transactions on Communications

      Volume: E101.B Issue: 6 Pages: 1513-1520

    • DOI

      10.1587/transcom.2017EBP3324

    • NAID

      130007382476

    • ISSN
      0916-8516, 1745-1345
    • Year and Date
      2018-06-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Range Points Migration Based Image Expansion Method Exploiting Fully Polarimetric Data for UWB Short Range Radar2018

    • Author(s)
      Ayumi Yamaryo, Tatsuo Takatori, Shouhei Kidera, and Tetsuo Kirimoto
    • Journal Title

      IEEE Trans. Geoscience & Remote Sensing

      Volume: 56 Issue: 4 Pages: 2170-2182

    • DOI

      10.1109/tgrs.2017.2776274

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Acceleration of Range Points Migration Based Microwave Imaging for Non-destructive Testing2018

    • Author(s)
      Shuto Takahashi and Shouhei Kidera
    • Journal Title

      IEEE Antennas and Wireless Propagation Letters

      Volume: 4 Issue: 4 Pages: 702-705

    • DOI

      10.1109/lawp.2018.2812862

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Noise-robust compressed sensing method for super-resolution TOA estimation2017

    • Author(s)
      Masanari Noto, Akira Moro, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Journal Title

      IEICE Communications Express

      Volume: 6 Issue: 5 Pages: 219-224

    • DOI

      10.1587/comex.2017XBL0015

    • NAID

      130005632224

    • ISSN
      2187-0136
    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Surface Height Change Estimation Method Using Band-Divided Coherence Functions with Fully Polarimetric SAR Images2017

    • Author(s)
      Oyama Ryo, Shouhei Kidera, Tetsuo Kirimoto
    • Journal Title

      IEICE Transactions on Communications

      Volume: E100.B Issue: 11 Pages: 2087-2093

    • DOI

      10.1587/transcom.2017EBP3067

    • NAID

      130006191555

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accurate 3-Dimensional Imaging Method by Multi-Static RPM with Range Point Clustering for Short Range UWB Radar2017

    • Author(s)
      Yuta Sasaki, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Journal Title

      IEICE Transactions on Communications

      Volume: E100.B Issue: 8 Pages: 1498-1506

    • DOI

      10.1587/transcom.2016EBP3327

    • NAID

      130005875953

    • ISSN
      0916-8516, 1745-1345
    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Three-dimensional Imaging Method Incorporating Range Points Migration and Doppler Velocity Estimation for UWB Millimeter-wave Radar2017

    • Author(s)
      Y. Sasaki, F. Shang, S. Kidera, T. Kirimoto, K. Saho and T. Sato
    • Journal Title

      IEEE Geosci. Remote Sens. Lett.

      Volume: 14 Issue: 1 Pages: 122-126

    • DOI

      10.1109/lgrs.2016.2628909

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 超時間分解能ドップラー速度推定法とCSフィルタを統合したレーダ立体画像化法2018

    • Author(s)
      林 拓海,木寺 正平,
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 壁透過UWBレーダのためのカーネルドップラ速度推定法による高時間分解能速度ベクトル推定法2018

    • Author(s)
      薛 雅文,木寺 正平,
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] UWB人体検出レーダのためのマルチスタティックRPM法の高精度化2018

    • Author(s)
      秋山 繕輝,木寺 正平
    • Organizer
      電子情報通信学会 総合大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 壁透過UWBレーダのためのドップラ速度に基づく二回散乱波識別を用いたRPM法の高精度化2017

    • Author(s)
      薛 雅文,木寺 正平
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      愛知県,名古屋市
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 140GHz帯近距離マルチレーダのための評価関数近似を用いたRPM法の高速化2017

    • Author(s)
      秋山 繕輝,木寺 正平
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      愛知県,名古屋市
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] 相互相関出力を事前情報に用いた階層ベイズ圧縮センシングによる到来時間推定法の実験的検討2017

    • Author(s)
      茂呂 彰,孫 光鎬,桐本哲郎
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      愛知県,名古屋市
    • Year and Date
      2017-03-22
    • Related Report
      2016 Annual Research Report
  • [Presentation] Acceleration for RPM-Based Three-Dimensional Imaging for 140GHz-Band Millimeter Wave Radar2017

    • Author(s)
      Yoshiki Akiyama and Shouhei Kidera,
    • Organizer
      2017 International Symposium on Antennas and Propagation (ISAP2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Permittivity Imaging Method by Incorporating Range Points Migration and Ellipsometry for UWB Short Range Radar2017

    • Author(s)
      Tatsuo Takatori and Shouhei Kidera,
    • Organizer
      2017 Progress in Electromagnetics Research Symposium (PIERS 2017),
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Super-resolution Doppler Velocity Estimation by Gaussian-kernel Based Range-Doppler Conversion for UWB Radar2017

    • Author(s)
      Masafumi Setsu and Shouhei Kidera,
    • Organizer
      2017 Progress in Electromagnetics Research Symposium (PIERS 2017),
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Accurate Boundary Extraction Method by Range Points Migration for Microwave Non-destructive Monitoring2017

    • Author(s)
      Shouhei Kidera and Shuto Takahashi
    • Organizer
      2017 Asia-Pacific Conference on Antennas and Propagation (APCAP2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] UWB壁透過レーダのためのガウスカーネル密度推定に基づく超分解能ドップラ速度推定法2017

    • Author(s)
      薛 雅文,木寺 正平
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] UWB近距離レーダのためのRPM法とエリプソメトリ法の融合による非接触誘電率推定法2017

    • Author(s)
      鷹取龍緒,黄勇,工藤高裕,木寺正平
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Multi-path Exploitation Method Using Doppler Based Signal Recognition for UWB Through-the-wall Radar2016

    • Author(s)
      Masafumi Setsu and Shouhei Kidera
    • Organizer
      International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2016
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-11-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Experimental study on the Effectiveness of Hierarchical-Bayesian Compressed Sensing for High-Accuracy and Robust TOA Estimation2016

    • Author(s)
      Akira Moro, Guanghao Sun, Tetsuo Kirimoto
    • Organizer
      International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2016
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-11-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Edge Preserved Expolation Method for Full Polarimetric RPM Image with UWB Short Range Radars2016

    • Author(s)
      Tatsuo Takatori and Shouhei Kidera
    • Organizer
      2016 International Symposium on Antennas and Propagation (ISAP2016)
    • Place of Presentation
      Okinawa, Ginowan
    • Year and Date
      2016-10-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Accuracy Enhanced RPM Method Using DopplerBased Range Points Clustering for 140GHz BandUWB Radar2016

    • Author(s)
      Shouhei Kidera, Yuta Sasaki, Shang Fang, Tetsuo Kirimoto, Kenshi Saho and Toru Sato
    • Organizer
      2016 International Symposium on Antennas and Propagation (ISAP2016)
    • Place of Presentation
      Okinawa, Ginowan
    • Year and Date
      2016-10-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Noise Robust Time of Arrival Estimation Method Using Hierarchical Bayesian Based Compressed Sensing Algorithm2016

    • Author(s)
      Akira Moro, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      2016 International Symposium on Antennas and Propagation (ISAP2016)
    • Place of Presentation
      Okinawa, Ginowan
    • Year and Date
      2016-10-24
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multiple Arcs Based Image Extrapolation Method for Millimeter Wave UWB Radar2016

    • Author(s)
      Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      2016 International Conference on Ubiquitous Wireless Broadband (ICUWB 2016)
    • Place of Presentation
      Nanjing, China
    • Year and Date
      2016-10-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] UWBレーダのための多偏波RPM法を用いたエッジ保存型立体目標外挿法2016

    • Author(s)
      鷹取龍緒,木寺 正平
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学(福岡県,福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 140GHz帯近距離レーダのためのドップラーに基づく距離クラスタリングを用いたRPM法の改良2016

    • Author(s)
      佐々木 優太,尚 方,木寺 正平, 桐本 哲郎,佐保賢志,佐藤 亨,
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学(福岡県,福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 位相シフトサンプリング補正を用いた圧縮センシングによる到来時間推定の高精度化2016

    • Author(s)
      能戸優匠,尚 方,木寺正平,桐本哲郎
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学(福岡県,福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] 階層ベイズモデルに基づく圧縮センシングを用いた高分解能到来時間推定法2016

    • Author(s)
      茂呂 彰,尚 方,木寺正平,桐本哲郎
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学(福岡県,福岡市)
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Accurate 3-dimensional Imaging Method by Iterative Multi-static RPM with Range Points Clustering for 140 GHz UWB Radar2015

    • Author(s)
      Yuta Sasaki, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2015
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Super-Resolution Time of Arrival Estimation Using Random Resampling in Compressed Sensing2015

    • Author(s)
      Masanari Noto, Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2015
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ellipsoid fitting based imaging extrapolation algorithm for 140GHz-band multistatic radar2015

    • Author(s)
      Fang Shang, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      International Conference on Space, Aeronautical and Navigation Electronics (ICSANE) 2015
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2015-11-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Accurate 3-D Imaging Method Based on Range Points Migration for 140GHz-band Radar2015

    • Author(s)
      Yuta Sasaki, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      2015 IEEE International Conference on Ubiquitous Wireless Broadband (ICUWB2015)
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2015-10-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3-dimensional Image Expansion Method by Incorporating RPM Imaging and Full Polarimetric Data for UWB Short Range Radar2015

    • Author(s)
      Ayumi Yamaryo, Shouhei Kidera and Tetsuo Kirimoto
    • Organizer
      2015 IEEE International Conference on Ubiquitous Wireless Broadband (ICUWB2015)
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2015-10-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 超広帯域近距離レーダのための高精度立体画像領域拡大法2015

    • Author(s)
      木寺 正平
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Place of Presentation
      東北大学(宮城県,仙台市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 140GHz帯近距離レーダのための距離点クラスタリングによるマルチスタ ティックRPM法の高速・高精度化2015

    • Author(s)
      佐々木 優太,尚 方,木寺 正平, 桐本 哲郎
    • Organizer
      電子情報通信学会 ソサイエティ大会
    • Place of Presentation
      東北大学(宮城県,仙台市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] ELLIPSE BASED IMAGE EXTRAPOLATION METHOD WITH RPM IMAGING FOR THROUGH-THE-WALL UWB RADAR2015

    • Author(s)
      Shouhei Kidera, Cheng Gao, Takaya Taniguchi, Tetsuo Kirimoto
    • Organizer
      2015 IEEE Geoscience and Remote Sensing Symposium, IGARSS 2015
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
  • [Presentation] "SUPER-RESOLUTION AND ACCURATE 3-DIMENSIONAL IMAGING METHOD BY COMBINING EM COMPUTATIONAL ANALYSIS IN SHORT RANGE UWB RADAR",2015

    • Author(s)
      Shouhei Kidera,
    • Organizer
      1st URSI Atlantic Radio Science Conference (URSI AT-RASC 2015)
    • Place of Presentation
      Gran Canaria, Spain
    • Year and Date
      2015-05-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited

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Published: 2015-04-16   Modified: 2019-03-29  

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