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Study on intelligent signal processing for noise reduction of plasma wave instruments onboard scientific satellite

Research Project

Project/Area Number 24654157
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Space and upper atmospheric physics
Research InstitutionKanazawa University

Principal Investigator

KASAHARA Yoshiya  金沢大学, 総合メディア基盤センター, 教授 (50243051)

Co-Investigator(Kenkyū-buntansha) GOTO Yoshitaka  金沢大学, 電子情報学系, 准教授 (30361976)
Co-Investigator(Renkei-kenkyūsha) KOJIMA Hirotsugu  京都大学, 生存圏研究所, 准教授 (10215254)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords宇宙科学 / 計測工学 / 磁気圏・電離圏 / 情報通信工学 / 人工衛星 / 科学衛星 / 電波受信器 / 電磁感受耐性
Outline of Final Research Achievements

In order to obtain high-quality data from plasma wave instruments onboard scientific satellite, it is important to reduce artificial noise radiated from the other instruments implemented in the satellite. In the present research project, we studied several digital signal processing methods to suppress these artificial noises to achieve precise observation of plasma waves.
We performed the following three topics: (1) data processing algorithm for identification and suppression of interference noise mixed in the observed wave data, (2) signal processing algorithms by which significant wave phenomena are automatically recognized and extracted, and (3) direction finding method of plasma waves from the observation data contaminated by artificial noise. We applied these methods to the observation data obtained by Akebono and Kaguya spacecraft, and demonstrated that our proposed techniques are effective for the plasma wave measurements.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (33 results)

All 2015 2014 2012 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 5 results,  Acknowledgement Compliant: 4 results) Presentation (27 results) (of which Invited: 1 results)

  • [Journal Article] あけぼの衛星アナログ広帯域受信器による観測データの自動較正法2015

    • Author(s)
      笠原 禎也, 後藤 由貴, 大池 悠太
    • Journal Title

      宇宙科学情報解析論文誌

      Volume: 4 Pages: 41-49

    • NAID

      110009894240

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] M/Q=2 ion distribution in the inner magnetosphere estimated from ion cyclotron whistler waves observed by the Akebono satellite2015

    • Author(s)
      Matsuda, S., Y. Kasahara, and Y. Goto
    • Journal Title

      J. Geophys. Res. Space Physics

      Volume: 120 Issue: 4 Pages: 2783-2795

    • DOI

      10.1002/2014ja020972

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Electromagnetic ion cyclotron waves suggesting minor ion existence in the inner magnetosphere observed by the Akebono satellite2014

    • Author(s)
      Matsuda, S., Y. Kasahara, and Y. Goto
    • Journal Title

      J. Geophys. Res. Space Physics

      Volume: 119 Issue: 6 Pages: 4348-4357

    • DOI

      10.1002/2013ja019370

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] High-altitude M/Q=2 ion cyclotron whistlers in the inner magnetosphere observed by the Akebono Satellite2014

    • Author(s)
      Matsuda, S., Y. Kasahara, and Y. Goto
    • Journal Title

      Geophys. Res. Lett.

      Volume: 41 Issue: 11 Pages: 3759-3765

    • DOI

      10.1002/2014gl060459

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Spatial Distribution and Temporal Variations of Occurrence Frequency of Lightning whistlers Observed by VLF/WBA onboard Akebono2014

    • Author(s)
      Y. Oike, Y. Kasahara, and Y. Goto
    • Journal Title

      Radio Science

      Volume: 49(9) Issue: 9 Pages: 753-764

    • DOI

      10.1002/2014rs005523

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] かぐや衛星で観測した波動スペクトルにおける機器干渉ノイズ低減に関する研究2012

    • Author(s)
      西部 匡洋
    • Journal Title

      電子情報通信学会論文誌

      Volume: J95-B(11) Pages: 1567-1575

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 圧縮センシングに基づくスペクトル推定手法の提案2015

    • Author(s)
      太田 守, 笠原 禎也, 後藤 由貴
    • Organizer
      統計数理研究所共同研究集会「電離圏・磁気圏モデリングとデータ同化」
    • Place of Presentation
      統計数理研究所(東京)
    • Year and Date
      2015-01-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] ベイズ推定に基づくVLF波動の伝搬ベクトル推定に関する研究2014

    • Author(s)
      太田 守, 笠原 禎也, 後藤 由貴
    • Organizer
      地球電磁気・地球惑星圏学会第136回総会及び講演会
    • Place of Presentation
      キッセイ文化ホール(長野)
    • Year and Date
      2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] あけぼのVLF/WBAで観測された雷ホイスラの統計解析とその応用手法の検討2014

    • Author(s)
      大池 悠太, 笠原 禎也, 後藤 由貴
    • Organizer
      地球電磁気・地球惑星圏学会第136回総会及び講演会
    • Place of Presentation
      キッセイ文化ホール(長野)
    • Year and Date
      2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] あけぼの衛星で得られたVLF/WBA波動データへのクラスタリングの適用2014

    • Author(s)
      嶋 啓佑, 神林 卓也, 後藤 由貴, 笠原 禎也
    • Organizer
      地球電磁気・地球惑星圏学会第136回総会及び講演会
    • Place of Presentation
      キッセイ文化ホール(長野)
    • Year and Date
      2014-11-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] 周波数遷移を伴う波動スペクトルの統計処理のための自動抽出法2014

    • Author(s)
      神林 卓也, 嶋 啓佑, 後藤 由貴, 笠原 禎也
    • Organizer
      地球電磁気・地球惑星圏学会第136回総会及び講演会
    • Place of Presentation
      キッセイ文化ホール(長野)
    • Year and Date
      2014-10-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] Onboard Identification of Plasma Waves based on Large-data Clustering and its Feature Aggregation2014

    • Author(s)
      Y. Goto, K. Shima, T. Kanbayashi, and Y. Kasahara
    • Organizer
      European Planetary Science Congress 2014
    • Place of Presentation
      Cascais(Portugal)
    • Year and Date
      2014-09-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] Spatial and time distribution of lightning whistlers in the plasmasphere observed by VLF/WBA onboard AKEBONO2014

    • Author(s)
      Y. Oike, Y. Kasahara, and Y. Goto
    • Organizer
      31th International Union of Radio Science (URSI)
    • Place of Presentation
      Beijing(China)
    • Year and Date
      2014-08-22
    • Related Report
      2014 Annual Research Report
  • [Presentation] Distribution Function Method with Markov Random Field Model for VLF Electromagnetic Waves2014

    • Author(s)
      M. Ota, Y. Kasahara, and Y. Goto
    • Organizer
      2014 Asian Workshop on Antennas and Propagation
    • Place of Presentation
      金沢歌劇座(石川)
    • Year and Date
      2014-05-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Influence of external electric field on impedance measurement of electric field sensors onboard Akebono satellite2014

    • Author(s)
      R. Higashi, T. Imachi, S. Yagitani, Y. Kasahara, and I. Nagano
    • Organizer
      2014 Asian Workshop on Antennas and Propagation
    • Place of Presentation
      金沢歌劇座(石川)
    • Year and Date
      2014-05-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] 雷ホイスラ解析を主眼としたあけぼの搭載VLF/WBAデータ解析の現状と今後の利活用について2014

    • Author(s)
      大池 悠太, 笠原 禎也, 後藤 由貴
    • Organizer
      日本地球惑星科学連合2014年大会
    • Place of Presentation
      パシフィコ横浜(神奈川)
    • Year and Date
      2014-04-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] AKR偏波解析のためのかぐやWFC-Hデータの較正

    • Author(s)
      宇田 和晃, 後藤 由貴, 笠原 禎也
    • Organizer
      日本地球惑星科学連合2012年大会
    • Place of Presentation
      幕張メッセ(千葉県)
    • Related Report
      2013 Research-status Report
  • [Presentation] ERG/PWE: Plasma Wave Experiment - from Mercury (BepiColombo/MMO-PWI) to Earth's Radiation Belt

    • Author(s)
      Yasumasa Kasaba, Hirotsugu Kojima, Satoshi Yagitani, Keigo Ishisaka, Atsushi Kumamoto, Yoshiya Kasahara, Yuto Katoh, Yoshizumi Miyoshi, Yukitoshi Nishimura, ERG PWE team
    • Organizer
      日本地球惑星科学連合2012年大会
    • Place of Presentation
      幕張メッセ(千葉県)
    • Related Report
      2013 Research-status Report
  • [Presentation] Statistical analysis of lightning whistlers observed by VLF/WBA onboard AKEBONO

    • Author(s)
      Yuta Oike, Yoshiya Kasahara, Yoshitaka Goto
    • Organizer
      日本地球惑星科学連合2012年大会
    • Place of Presentation
      幕張メッセ(千葉県)
    • Related Report
      2013 Research-status Report
  • [Presentation] 地球電磁気学・地球惑星圏科学の現状と将来(3)--研究推進に必要な技術開発・環境整備

    • Author(s)
      笠原 慧, 梅田 隆行, 村山 泰啓, 堀 智昭, 笠原 禎也, 三好 由純, SGEPSS将来構想WG
    • Organizer
      日本地球惑星科学連合2012年大会
    • Place of Presentation
      幕張メッセ(千葉県)
    • Related Report
      2013 Research-status Report
  • [Presentation] Trend of observation frequency and dispersion transition of lightning whistlers observed by AKEBONO (EXOS-D)

    • Author(s)
      Y. Oike, Y. Kasahara, Y. Goto
    • Organizer
      2013 Asia-Pacific Radio Science Conference (AP-RASC2013)
    • Place of Presentation
      Howard International House, Taipei, Taiwan
    • Related Report
      2013 Research-status Report
  • [Presentation] Calibration Technique Applied on the KAGUYA/WFC Data for AKR Polarization Analysis

    • Author(s)
      Y. Goto, K. Uda, Y. Kasahara, K. Hashimoto
    • Organizer
      2013 Asia-Pacific Radio Science Conference (AP-RASC2013)
    • Place of Presentation
      Howard International House, Taipei, Taiwan
    • Related Report
      2013 Research-status Report
  • [Presentation] Onboard Data Processing for Plasma Wave Instruments Implemented into Japanese Spacecraft

    • Author(s)
      Y. Kasahara, Y. Goto, T. Imachi, K. Hashimoto, H. Kojima, and Y. Kasaba
    • Organizer
      European Planetary Science Congress 2013
    • Place of Presentation
      University College London, London, United Kingdom
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] スペクトログラムの時間変化を利用した衛星観測電磁波動の自動識別に関する研究

    • Author(s)
      嶋 啓佑, 後藤 由貴, 笠原 禎也
    • Organizer
      平成25年度電気関係学会北陸支部連合大会
    • Place of Presentation
      金沢大学(石川)
    • Related Report
      2013 Research-status Report
  • [Presentation] あけぼの衛星VLF/WBA長期観測データの統計解析による雷起源ホイスラ観測頻度分布のローカルタイム・季節依存性

    • Author(s)
      大池 悠太, 笠原 禎也, 後藤 由貴
    • Organizer
      地球電磁気・地球惑星圏学会第134回総会及び講演会
    • Place of Presentation
      高知大学(高知)
    • Related Report
      2013 Research-status Report
  • [Presentation] マルコフ確率場モデルに基づく伝搬ベクトル推定法の提案

    • Author(s)
      太田 守, 笠原 禎也, 後藤 由貴
    • Organizer
      地球電磁気・地球惑星圏学会第134回総会及び講演会
    • Place of Presentation
      高知大学(高知)
    • Related Report
      2013 Research-status Report
  • [Presentation] あけぼの衛星で得られたVLF/WBA波動データの自動識別に関する研究

    • Author(s)
      嶋 啓佑, 後藤 由貴, 笠原 禎也
    • Organizer
      地球電磁気・地球惑星圏学会第134回総会及び講演会
    • Place of Presentation
      高知大学(高知)
    • Related Report
      2013 Research-status Report
  • [Presentation] Statistical analyses of spatial and time dependence of lightning whistlers observed by VLF/WBA onboard AKEBONO

    • Author(s)
      Yuta Oike, Yoshiya Kasahara, Yoshitaka Goto
    • Organizer
      American Geophysical Union Fall Meeting
    • Place of Presentation
      San Francisco, U.S.A.
    • Related Report
      2013 Research-status Report
  • [Presentation] Automatic Detection of Dispersion Curves of Lightning Whistlers Propagating in the Plasmasphere

    • Author(s)
      Yoshiya Kasahara, Yuta Oike, Yoshitaka Goto
    • Organizer
      American Geophysical Union Fall Meeting
    • Place of Presentation
      San Francisco, U.S.A.
    • Related Report
      2013 Research-status Report
  • [Presentation] マルコフ確率場モデルを用いた波動分布関数法の定量評価

    • Author(s)
      太田 守, 笠原 禎也, 後藤 由貴
    • Organizer
      名古屋大学太陽地球環境研究所研究集会「電離圏・磁気圏モデリングとデータ同化」
    • Place of Presentation
      名古屋大学太陽地球環境研究所
    • Related Report
      2013 Research-status Report
  • [Presentation] ERG衛星搭載波動観測器 (PWE) の機上ソフトウェア仕様に関する一提案

    • Author(s)
      笠原 禎也
    • Organizer
      第132回地球電磁気・地球惑星圏学会
    • Place of Presentation
      札幌コンベンションセンター(北海道)
    • Related Report
      2012 Research-status Report
  • [Presentation] Similar Data Retrieval from Enormous Datasets on Plasma Wave Spectrum Observed by Solar-Terrestrial Satellites

    • Author(s)
      Yoshiya Kasahara
    • Organizer
      American Geophysical Union Fall Meeting
    • Place of Presentation
      Moscone Center, San Francisco (U.S.A.)
    • Related Report
      2012 Research-status Report
  • [Presentation] Calibration of the KAGUYA/WFC Data for AKR Polarization Analysis

    • Author(s)
      Kazuaki Uda
    • Organizer
      International Symposium on Lunar Science and Exploration using Data from Multi-Instruments
    • Place of Presentation
      宇宙科学研究所(神奈川県)
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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