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Human imaging and anomaly detection using ultra-wideband radar(Fostering Joint International Research)

Research Project

Project/Area Number 15KK0243
Research Category

Fund for the Promotion of Joint International Research (Fostering Joint International Research)

Allocation TypeMulti-year Fund
Research Field Measurement engineering
Research InstitutionUniversity of Hyogo

Principal Investigator

Sakamoto Takuya  兵庫県立大学, 工学研究科, 准教授 (30432412)

Research Collaborator Lubecke Victor  University of Hawaii at Manoa, Department of Electrical Engineering, Professor
Yarovoy Alexander  
Sato Toru  
Project Period (FY) 2016 – 2018
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥14,170,000 (Direct Cost: ¥10,900,000、Indirect Cost: ¥3,270,000)
Keywordsレーダ / 人体 / モニタリング / 心拍 / リモートセンシング / 計測工学 / 循環器 / スマートセンサ情報システム / アルゴリズム
Outline of Final Research Achievements

First, we developed a radar-based noncontact heartbeat monitoring technique using adaptive array signal processing that can suppress interfering echoes. Next, we also developed a technique for estimating the heart rate based on machine learning. This technique was demonstrated to be able to estimate the heart rate accurately even with the interfering motion of the target person.

Academic Significance and Societal Importance of the Research Achievements

高齢化が急速に進行する中、在宅医療を安全かつ円滑に実施するためには、対象者の異常検出が不可欠である。レーダはプライバシーの懸念が少なく、非接触での心拍・呼吸の計測が可能であるため注目されている。本研究では、人体の姿勢・運動に加えて生体情報も同時に計測することで、対象者の異常を検出するために必要な要素技術を開発した。開発技術は安全かつ効率的に在宅医療を実施するために重要であり、その社会的な意義は大きい。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (46 results)

All 2018 2017 2016

All Int'l Joint Research (1 results) Journal Article (7 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 7 results,  Open Access: 7 results,  Acknowledgement Compliant: 1 results) Presentation (38 results) (of which Int'l Joint Research: 15 results,  Invited: 6 results)

  • [Int'l Joint Research] ハワイ大学マノア校(米国)2017

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Noncontact measurement of the instantaneous heart rate in a multi-person scenario using X-band array radar and adaptive array processing2018

    • Author(s)
      Takuya Sakamoto, Pascal J. Aubry, Shigeaki Okumura, Hirofumi Taki, Toru Sato, and Alexander G. Yarovoy
    • Journal Title

      IEEE Journal on Emerging and Selected Topics in Circuits and Systems

      Volume: - Issue: 2 Pages: 1-14

    • DOI

      10.1109/jetcas.2018.2809582

    • NAID

      120006898150

    • Related Report
      2018 Annual Research Report 2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Doppler radar techniques on accurate respiration characterization and subject identification2018

    • Author(s)
      Ashikur Rahman, Victor Lubecke, Olga Boric-Lubecke, Jan Prins, and Takuya Sakamoto
    • Journal Title

      IEEE Journal on Emerging and Selected Topics in Circuits and Systems

      Volume: - Issue: 2 Pages: 1-10

    • DOI

      10.1109/jetcas.2018.2818181

    • Related Report
      2018 Annual Research Report 2017 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 人体表面変位の高調波成分に着目した超広帯域ドップラレーダによる非接触心拍間隔測定2018

    • Author(s)
      大石健太郎, 奥村成皓, 阪本卓也, 佐藤 亨, 水谷研治, 井上謙一, 福田健志, 酒井啓之
    • Journal Title

      電子情報通信学会論文誌 C

      Volume: 11 Pages: 412-420

    • NAID

      120006865714

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Hand Gesture Recognition Using a Radar Echo I-Q Plot and a Convolutional Neural Network2018

    • Author(s)
      Sakamoto Takuya、Gao Xiaomeng、Yavari Ehsan、Rahman Ashikur、Boric-Lubecke Olga、Lubecke Victor M.
    • Journal Title

      IEEE Sensors Letters

      Volume: 2 Issue: 3 Pages: 1-4

    • DOI

      10.1109/lsens.2018.2866371

    • NAID

      120006898149

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Measurement of instantaneous heart rate using radar echoes from the human head2018

    • Author(s)
      Sakamoto T.、Muragaki M.、Tamura K.、Okumura S.、Sato T.、Mizutani K.、Inoue K.、Fukuda T.、Sakai H.
    • Journal Title

      Electronics Letters

      Volume: 54 Issue: 14 Pages: 864-866

    • DOI

      10.1049/el.2018.0811

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Ultra-wideband radar imaging using adaptive array and Doppler separation2017

    • Author(s)
      Motoshi Anabuki, Shigeaki Okumura, Takuya Sakamoto, Kenshi Saho, Toru Sato, Mototaka Yoshioka, Kenichi Inoue, Takeshi Fukuda, and Hiroyuki Sakai
    • Journal Title

      IEEE Transactions on Aerospace and Electronic Systems

      Volume: 印刷中 Issue: 1 Pages: 190-200

    • DOI

      10.1109/taes.2017.2649798

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spectrum-free estimation of Doppler velocities using ultra-wideband radar2017

    • Author(s)
      Takuya Sakamoto, Daichi Akiyama, Takuro Sato, and Toru Sato
    • Journal Title

      IEEE Access

      Volume: 5 Pages: 3240-3249

    • DOI

      10.1109/access.2016.2614824

    • NAID

      120006898163

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Adaptive array radar imaging of a human body for vital sign measurement2018

    • Author(s)
      Takuya Sakamoto, Kentaro Konishi, Kosuke Yamashita, Masashi Muragaki, Shigeaki Okumura, and Toru Sato
    • Organizer
      2018 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Adaptive array radar imaging of moving human body for measurement of vital signs2018

    • Author(s)
      Takuya Sakamoto, Kentaro Konishi, Masashi Muragaki, Shigeaki Okumura, and Toru Sato
    • Organizer
      the 40th Progress In Electromagnetics Research Symposium
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Automatic tracking of human body using millimeter-wave adaptive array radar for noncontact heart rate measurement2018

    • Author(s)
      Kentaro Konishi and Takuya Sakamoto
    • Organizer
      2018 Asia-Pacific Microwave Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ミリ波レーダを用いた非接触心拍測定のためのアダプティブアンテナによるビーム形成技術2018

    • Author(s)
      小西建太朗, 阪本卓也
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ミリ波レーダを用いた非接触心拍測定のための精度推定法2018

    • Author(s)
      阪本卓也, 山口玲偉
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 多層畳込みニューラルネットワークを用いたUWBレーダによる着座時のマイクロドップラー測定と個人識別2018

    • Author(s)
      阪本卓也, 末政菜奈
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] MIMOアレイレーダによる近距離イメージングのための遺伝的アルゴリズムを用いた素子配置最適化2018

    • Author(s)
      小川弥夢, 阪本卓也
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 時間領域適応型信号処理を用いた超広帯域レーダにおける複数運動目標の分離2018

    • Author(s)
      森本和志, 奥村成皓, 阪本卓也, 佐藤 亨
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] キルヒホッフマイグレーションによる超音波イメージングの分解能改善の評価2018

    • Author(s)
      岸本優莉, 阪本卓也, 奥村成皓, 佐藤 亨
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 超広帯域ドップラアレイレーダを用いた適応型ビームフォーマによる非接触心拍測定2018

    • Author(s)
      村垣政志, 奥村成皓, 阪本卓也, 佐藤 亨, 水谷研治, 井上謙一, 福田健志, 酒井啓之
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 低次元化畳み込みニューラルネットワークを用いた超広帯域レーダによる人体運動の自動識別2018

    • Author(s)
      日下部響土, 阪本卓也
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 超広帯域レーダと時間周波数領域適応型信号処理を用いた複数運動目標の分離2018

    • Author(s)
      平元一喜, 奥村成皓, 阪本卓也, 佐藤 亨
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] UWBレーダを用いた生活環境における心拍・呼吸・運動推定技術2018

    • Author(s)
      三谷壮平, 奥村成皓, 阪本卓也, 佐藤 亨, 酒井啓之, 水谷研治, 福田健志, 井上謙一
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] ミリ波レーダによる睡眠中の遠隔心拍測定のための距離カメラを用いた電磁波散乱解析2018

    • Author(s)
      小西建太朗, 阪本卓也, 山下幸祐, 村垣政志, 奥村成皓, 佐藤 亨
    • Organizer
      電子情報通信学会総合大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 超広帯域レーダを用いた時間周波数結合再配置変換による人体のドップラー計測2017

    • Author(s)
      鈴木事也, 阪本卓也
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 超広帯域ドップラアレイレーダを用いた複数人体バイタル情報の同時計測2017

    • Author(s)
      前原勝利, 奥村成皓, 阪本卓也, 佐藤 亨, 吉岡元貴, 井上謙一, 水谷研治, 福田健志, 酒井啓之
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 適応的信号処理に基づく超広帯域レーダを用いた複数運動目標信号の分離2017

    • Author(s)
      上品彰斗, 奥村成皓, 阪本卓也, 佐藤 亨
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 超広帯域ドップラーレーダを用いた非接触心拍推定における測定方向及び被験者のボディマス指数による影響2017

    • Author(s)
      今西亮介, 奥村成皓, 阪本卓也, 佐藤 亨, 吉岡元貴, 井上謙一, 水谷研治, 福田健志, 酒井啓之
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] 超広帯域レーダによる高精度心拍計測のための睡眠中の体動検出2017

    • Author(s)
      山下幸祐, 阪本卓也, 今西亮介, 奥村成皓, 佐藤 亨, 吉岡元貴, 井上謙一, 水谷研治, 福田健志, 酒井 啓之
    • Organizer
      電子情報通信学会総合大会
    • Place of Presentation
      名城大学(愛知県名古屋市)
    • Year and Date
      2017-03-22
    • Related Report
      2016 Research-status Report
  • [Presentation] Human Body Imaging and Remote Vital Monitoring using UWB Doppler Radar2017

    • Author(s)
      Takuya Sakamoto
    • Organizer
      The 11th European Conference on Antennas and Propagation
    • Place of Presentation
      パリ(フランス)
    • Year and Date
      2017-03-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] High-resolution Imaging and Separation of Multiple Pedestrians Using UWB Doppler Radar Interferometry with Adaptive Beamforming Technique2017

    • Author(s)
      Motoshi Anabuki, Shigeaki Okumura, Takuya Sakamoto, Kenshi Saho, Toru Sato, Mototaka Yoshioka, Kenichi Inoue, Takeshi Fukuda, and Hiroyuki Sakai
    • Organizer
      The 11th European Conference on Antennas and Propagation
    • Place of Presentation
      パリ(フランス)
    • Year and Date
      2017-03-19
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Noncontact Respiration Monitoring of Multiple Closely Positioned Patients Using Ultra-wideband Array Radar with Adaptive Beamforming Technique2017

    • Author(s)
      Masashi Muragaki, Shigeaki Okumura, Katsutoshi Maehara, Takuya Sakamoto, Mototaka Yoshioka, Kenichi Inoue, Takeshi Fukuda, Hiroyuki Sakai, Toru Sato
    • Organizer
      the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing
    • Place of Presentation
      ニューオーリンズ(アメリカ)
    • Year and Date
      2017-03-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Exploiting Multipath Echoes for High-Resolution UWB Radar Imaging Using a Single Antenna2017

    • Author(s)
      Takuya Sakamoto and Toru Sato
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      伊勢市観光文化会館(三重県伊勢市)
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
  • [Presentation] 超広帯域マルチレーダによる位置速度情報の統合による歩行人体の運動推定2017

    • Author(s)
      伊藤 薫, 阪本卓也
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      伊勢市観光文化会館(三重県伊勢市)
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
  • [Presentation] モノスタティック超広帯域ドップラレーダと時間領域適応型信号処理を用いた複数人体の追跡方法2017

    • Author(s)
      奥村成皓, 阪本卓也, 佐藤 亨
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Place of Presentation
      伊勢市観光文化会館(三重県伊勢市)
    • Year and Date
      2017-01-18
    • Related Report
      2016 Research-status Report
  • [Presentation] Frequency-domain interferometric imaging and velocity vector estimation using networked ultra-wideband 80-GHz array radar systems2017

    • Author(s)
      Takuya Sakamoto, Toru Sato, Kenta Iwasa, and Hidekuni Yomo
    • Organizer
      2017 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Super-resolution array radar imaging of human bodies for heartbeat monitoring2017

    • Author(s)
      Takuya Sakamoto, Pascal J. Aubry, Alexander G. Yarovoy, Shigeaki Okumura, Hirofumi Taki, and Toru Sato
    • Organizer
      XXXIInd International Union of Radio Science General Assembly & Scientific Symposium
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Breast cancer imaging using ultra-wideband radar and modified Kirchhoff migration2017

    • Author(s)
      Takuya Sakamoto, Hang Song, and Takamaro Kikkawa
    • Organizer
      The 2nd International Symposium on Biomedical Engineering
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Radar-based hand gesture recognition using I-Q echo plot and convolutional neural network2017

    • Author(s)
      Takuya Sakamoto, Xiaomeng Gao, Ehsan Yavari, Ashikur Rahman, Olga Boric-Lubecke, and Victor M. Lubecke
    • Organizer
      2017 IEEE Conference on Antenna Measurements & Applications
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Radar imaging of breast cancer using Kirchhoff migration and singular value decomposition2017

    • Author(s)
      Takuya Sakamoto, Hang Song, and Takamaro Kikkawa
    • Organizer
      2017 IEEE Conference on Antenna Measurements & Applications
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 超広帯域ドップラアレイレーダを用いた複数人体の呼吸情報非接触測定2017

    • Author(s)
      村垣政志, 奥村成皓, 阪本卓也, 水谷研治, 井上謙一, 福田健志, 酒井啓之, 佐藤 亨
    • Organizer
      電子情報通信学会電磁界理論研究会
    • Related Report
      2017 Research-status Report
  • [Presentation] 人体表面変位の高調波成分に着目した超広帯域ドップラレーダによる非接触心拍間隔測定2017

    • Author(s)
      奥村成皓, 大石健太郎, 阪本卓也, 佐藤 亨, 水谷研治, 井上謙一, 福田健志, 酒井啓之
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 修正キルヒホッフマイグレーションを用いた超広帯域レーダによる乳がんイメージング技術2017

    • Author(s)
      阪本卓也, 宋 航, 吉川公麿
    • Organizer
      電子情報通信学会ソサイエティ大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 超広帯域レーダによる人体遠隔計測技術2017

    • Author(s)
      阪本卓也
    • Organizer
      平成29年電気関係学会関西連合大会
    • Related Report
      2017 Research-status Report
    • Invited
  • [Presentation] Technique of Tracking Multiple Pedestrians Using Monostatic UWB Doppler Radar with Adaptive Doppler Spectrum Estimation2016

    • Author(s)
      Shigeaki Okumura, Takuro Sato, Takuya Sakamoto, and Toru Sato
    • Organizer
      International Symposium on Antennas and Propagation
    • Place of Presentation
      沖縄コンベンションセンター(沖縄県宜野湾市)
    • Year and Date
      2016-10-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] High-resolution Imaging and Identification of Multiple Pedestrians Using UWB Doppler Radar Interferometry and Adaptive Array Processing2016

    • Author(s)
      Motoshi Anabuki, Shigeaki Okumura, Takuya Sakamoto, Kenshi Saho, Toru Sato, Mototaka Yoshioka, Kenichi Inoue, Takeshi Fukuda, and Hiroyuki Sakai
    • Organizer
      International Symposium on Antennas and Propagation
    • Place of Presentation
      沖縄コンベンションセンター(沖縄県宜野湾市)
    • Year and Date
      2016-10-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Non-contact Respiration Measurement Using Ultra-wideband Array Radar with Adaptive Beamforming Technique for Cancer Radiotherapy2016

    • Author(s)
      Masashi Muragaki, Shigeaki Okumura, Takuya Sakamoto, and Toru Sato
    • Organizer
      International Symposium on Antennas and Propagation
    • Place of Presentation
      沖縄コンベンションセンター(沖縄県宜野湾市)
    • Year and Date
      2016-10-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Multiple Target Tracking and Separation Technique Based on Texture Information in Range-Time Image using Ultra-Wideband Radar2016

    • Author(s)
      Takuro Sato, Takuya Sakamoto, Shigeaki Okumura, and Toru Sato
    • Organizer
      International Symposium on Antennas and Propagation
    • Place of Presentation
      沖縄コンベンションセンター(沖縄県宜野湾市)
    • Year and Date
      2016-10-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research

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Published: 2016-10-04   Modified: 2020-03-30  

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