• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Analytical study on adaptive signal processing by statistical-mechanical method

Research Project

Project/Area Number 24360152
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Communication/Network engineering
Research InstitutionKansai University

Principal Investigator

Miyoshi Seiji  関西大学, システム理工学部, 教授 (10270307)

Co-Investigator(Renkei-kenkyūsha) KAJIKAWA Yoshinobu  関西大学, システム理工学部, 教授 (30268312)
Project Period (FY) 2012-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥8,320,000 (Direct Cost: ¥6,400,000、Indirect Cost: ¥1,920,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2014: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2013: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords信号処理 / 適応信号処理 / 能動騒音制御 / 情報統計力学 / 統計力学的手法 / 自己平均性 / 熱力学極限 / アクティブノイズコントロール / FXLMSアルゴリズム / 適応フィルタ / 最適ステップサイズ / マルチチャネル型 / 半教師有り学習 / 学習曲線
Outline of Final Research Achievements

We have theoretically analyzed the behaviors of adaptive signal processing based on statistical-mechanical method. Especially, we have analyzed the active noise control that is a technique to remove acoustic noise by sound. Some models have been analyzed that include the time-varying primary path, the actual primary path, the effect of the estimation error of the secondary path, the steady-state squared error, the upper bound of step size, multi-channel active noise control, and so on.

Report

(6 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • 2012 Annual Research Report
  • Research Products

    (60 results)

All 2017 2016 2015 2014 2013 2012 Other

All Journal Article (10 results) (of which Peer Reviewed: 10 results,  Open Access: 1 results,  Acknowledgement Compliant: 4 results) Presentation (47 results) (of which Int'l Joint Research: 6 results,  Invited: 3 results) Remarks (3 results)

  • [Journal Article] Statistical-mechanical analysis of LMS Algorithm for time-varying unknown system2017

    • Author(s)
      Norihiro Ishibushi, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 86 Issue: 2 Pages: 024803-024803

    • DOI

      10.7566/jpsj.86.024803

    • NAID

      210000134277

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Statistical-mechanical analysis of semi-supervised learning and its optimal scheduling2016

    • Author(s)
      Takashi Fujii, Hidetaka Ito, and Seiji Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 85 Issue: 8 Pages: 084802-084802

    • DOI

      10.7566/jpsj.85.084802

    • NAID

      40020906479

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Statistical Mechanical Analysis of Active Noise Control with Time-varying Primary Path2015

    • Author(s)
      江川暢洋、梶川嘉延、三好誠司
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 28 Issue: 5 Pages: 198-204

    • DOI

      10.5687/iscie.28.198

    • NAID

      130005093208

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Online learning through moving ensemble teachers -An exact solution of a linear model-,2014

    • Author(s)
      Takahiro Nabetani and Seiji Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 83 Issue: 5 Pages: 054801-054801

    • DOI

      10.7566/jpsj.83.054801

    • NAID

      40020060360

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] ベイズ推定に基づく超解像技術2014

    • Author(s)
      三好誠司
    • Journal Title

      日本医用画像工学会, Medical Imaging Technology

      Volume: 32 Pages: 170-175

    • NAID

      130004679778

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Replica analysis of multiuser detection for code division multiple access with M-ary phase-shift keying2013

    • Author(s)
      Hiroyuki Kato, Masato Okada, and Seiji Miyoshi
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 82 Issue: 7 Pages: 074802-074802

    • DOI

      10.7566/jpsj.82.074802

    • NAID

      210000132669

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大画像の複層ベイズ超解像と位置ずれ推定に関する検討2013

    • Author(s)
      木下俊貴,三好誠司
    • Journal Title

      情報処理学会論文誌 数理モデル化と応用

      Volume: 6 Pages: 119-127

    • NAID

      110009642204

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Self-consistent signal-to-noise analysis of CDMA multiuser detection with M-ary phase-shift keying2013

    • Author(s)
      Kato, H., Okada. M., and Miyoshi, S.
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 82 Issue: 2 Pages: 023802-023802

    • DOI

      10.7566/jpsj.82.023802

    • NAID

      210000132400

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Statistical mechanics of on-line ensemble teacher learning through a novel perceptron learning rule ,2012

    • Author(s)
      Hara, K. and Miyoshi, S.,
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 81 Issue: 6 Pages: 064002-064002

    • DOI

      10.1143/jpsj.81.064002

    • NAID

      40019308845

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image Segmentation and Restoration Using Switching State-Space Model and Variational Bayesian Method.2012

    • Author(s)
      Ryota Hasegawa, Ken Takiyama, Masato Okada, Seiji Miyoshi
    • Journal Title

      Journal of Physical Society of Japan

      Volume: 81 Issue: 9 Pages: 094802-094802

    • DOI

      10.1143/jpsj.81.094802

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Presentation] Statistical mechanics of feedforward active noise control2016

    • Author(s)
      Norihiro Ishibushi, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Organizer
      STATPHYS26
    • Place of Presentation
      Lyon, France
    • Year and Date
      2016-07-18
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ベイズ統計&統計力学の理論と応用2016

    • Author(s)
      三好誠司
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学
    • Year and Date
      2016-03-16
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 領域ベースの隠れ変数を用いたポアソンノイズ重畳画像の修復と領域分割2016

    • Author(s)
      松本健太郎、庄野逸、三好誠司
    • Organizer
      電子情報通信学会 総合大会
    • Place of Presentation
      九州大学
    • Year and Date
      2016-03-15
    • Related Report
      2015 Annual Research Report
  • [Presentation] Analysis of adaptation rate of the FXLMS algorithm2016

    • Author(s)
      Kiyonori Terauchi, Kimiko Motonaka, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016)
    • Place of Presentation
      Jeju, Korea
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analytical Study on the Optimal Step Size of the LMS Algorithm2016

    • Author(s)
      Norihiro Ishibushi, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016)
    • Place of Presentation
      Jeju, Korea
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Theoretical Analysis of Semi-Supervised Learning2016

    • Author(s)
      Takashi FUJII, Hidetaka ITO, and Seiji MIYOSHI
    • Organizer
      The 23rd International Conference on Neural Information Processing (ICONIP 2016),
    • Place of Presentation
      京都大学(京都府)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] マルチチャネル型能動騒音制御の解析に関する統計力学的検討2016

    • Author(s)
      邨田朋生,梶川嘉延,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      大阪府立大学(大阪府)
    • Related Report
      2016 Annual Research Report
  • [Presentation] ベイズ超解像による画像再構成 -カメラの限界を超える-2016

    • Author(s)
      三好誠司
    • Organizer
      生体ボリュームイメージング研究部会&生理研研究会合同ワークショップ
    • Place of Presentation
      岡崎コンファレンスセンター(愛知県、岡崎市)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] ラベルプロセルを用いたポアソンノイズ重畳画像の修復と領域分割2016

    • Author(s)
      松本健太郎,三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      関西大学(大阪府)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 能動騒音制御の適応速度に関する統計力学的解析2016

    • Author(s)
      寺内清訓,梶川嘉延,三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      関西大学(大阪府)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Analysis of the FXLMS algorithm with norm-constant time-varying primary path2015

    • Author(s)
      Norihiro Ishibushi, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2015 (APSIPA2015)
    • Place of Presentation
      Hong Kong, China
    • Year and Date
      2015-12-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ノルム一定な時変一次経路に対する能動騒音制御の統計力学的解析2015

    • Author(s)
      石伏哲裕、梶川嘉延、三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      スパリゾートハワイアンズ(福島)
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 半教師あり学習の統計力学的解析と最適スケジューリング2015

    • Author(s)
      藤井隆史、伊藤秀隆、三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      スパリゾートハワイアンズ(福島)
    • Year and Date
      2015-11-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] 半教師あり学習の統計力学とスケジューリング2015

    • Author(s)
      藤井隆史、三好誠司
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      関西大学
    • Year and Date
      2015-09-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] ノルム一定な時変一次経路に対する能動騒音制御の統計力学2015

    • Author(s)
      石伏哲裕、梶川嘉延、三好誠司
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      関西大学
    • Year and Date
      2015-09-19
    • Related Report
      2015 Annual Research Report
  • [Presentation] Statistical-Mechanical Analysis of the FXLMS Algorithm with Actual Primary Path2015

    • Author(s)
      Seiji Miyoshi and Yoshinobu Kajikawa
    • Organizer
      IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2015)
    • Place of Presentation
      Brisbane, Australia
    • Year and Date
      2015-04-21
    • Related Report
      2015 Annual Research Report 2014 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Statistical-mechanical analysis of the FXLMS algorithm with time-varying primary path2014

    • Author(s)
      Nobuhiro Egawa, Yoshinobu Kajikawa, and Seiji Miyoshi
    • Organizer
      Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2014 (APSIPA2014)
    • Place of Presentation
      Siem Reap, city of Angkor Wat, Cambodia
    • Year and Date
      2014-12-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 時変な一次経路の能動騒音制御に関する統計力学的解析2014

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      奈良先端科学技術大学院大学
    • Year and Date
      2014-11-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 時変な一次経路に対する能動騒音制御の統計力学的解析2014

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      ビナリオ嵯峨嵐山(京都)
    • Year and Date
      2014-11-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] 統計力学的手法による信号処理へのアプローチ2014

    • Author(s)
      三好誠司
    • Organizer
      電子情報通信学会 信号処理研究会
    • Place of Presentation
      立命館大学大阪梅田キャンパス
    • Year and Date
      2014-08-28
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 一次経路が時変な能動騒音制御に関する統計力学的解析2014

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      第58回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都テルサ
    • Year and Date
      2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 一次経路が時変な能動騒音制御の統計力学2014

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      東海大学(神奈川県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] M元PSK-CDMAの統計力学2013

    • Author(s)
      加藤弘之, 岡田真人, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      広島大学
    • Year and Date
      2013-03-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] 半教師あり学習の統計力学的解析2013

    • Author(s)
      山崎智大, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      広島大学
    • Year and Date
      2013-03-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] 動く教師集団からのオンライン学習 -線形モデルの場合-2013

    • Author(s)
      鍋谷崇裕, 三好誠司
    • Organizer
      日本物理学会年次大会
    • Place of Presentation
      広島大学
    • Year and Date
      2013-03-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大画像の複層ベイズ超解像と位置ずれ推定に関する検討2013

    • Author(s)
      木下俊貴, 三好誠司
    • Organizer
      情報処理学会MPS研究会
    • Place of Presentation
      武雄市文化会館
    • Year and Date
      2013-02-27
    • Related Report
      2012 Annual Research Report
  • [Presentation] Statistical-mechanics approach to signal processing -Theoretical analysis of FXLMS algorithm-2013

    • Author(s)
      三好誠司
    • Organizer
      IEEE Signal Processing Society Kansai Chapter
    • Place of Presentation
      関西大学(招待講演)
    • Year and Date
      2013-01-28
    • Related Report
      2012 Annual Research Report
  • [Presentation] A theory of the FXLMS algorithm based on statistical-mechanical method2013

    • Author(s)
      Seiji Miyoshi and Yoshinobu Kajikawa
    • Organizer
      International Symposium on Image and Signal Processing and Analysis (ISPA2013)
    • Place of Presentation
      Trieste, Italy
    • Related Report
      2013 Annual Research Report
  • [Presentation] Statistical-mechanical analysis of the FXLMS algorithm with nonwhite reference signals2013

    • Author(s)
      Seiji Miyoshi and Yoshinobu Kajikawa
    • Organizer
      IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2013)
    • Place of Presentation
      Vancouver, Canada
    • Related Report
      2013 Annual Research Report
  • [Presentation] 時変な一次経路に対するFXLMSアルゴリズムの統計力学的解析2013

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      海峡メッセ下関(山口県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 領域ベース複層MRFに基づくベイズ超解像とハイパーパラメータ推定2013

    • Author(s)
      田中数馬,岡田真人,三好誠司
    • Organizer
      信号処理シンポジウム
    • Place of Presentation
      海峡メッセ下関(山口県)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 領域ベースの複層MRFに基づくベイズ超解像2013

    • Author(s)
      田中数馬,岡田真人,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      大阪電気通信大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] マルコフチャネルの能動騒音制御に関する統計力学的解析2013

    • Author(s)
      江川暢洋,梶川嘉延,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      大阪電気通信大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] レプリカ交換を用いたマルコフ連鎖モンテカルロ法による制約充足問題の解の計数II2013

    • Author(s)
      山崎高寛,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      大阪電気通信大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 多数の動く教師が存在するオンライン学習に関する統計力学的解析II2013

    • Author(s)
      鍋谷崇裕,三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      大阪電気通信大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] 能動騒音制御の統計力学的解析2013

    • Author(s)
      藤原玲,梶川嘉延,三好誠司
    • Organizer
      第16回情報論的学習理論ワークショップ
    • Place of Presentation
      東工大蔵前会館(東京都)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Counting Solution of Constraint Satisfaction Problem using Replica Exchange Markov Chain Monte Carlo Method2013

    • Author(s)
      Yamazaki, T. and Miyoshi, S.
    • Organizer
      8th International Symposium in Science and Technology
    • Place of Presentation
      Kansai University
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Study on Bayesian Image Super-Resolution with a Compound Markov Random Field and Registration Parameters2013

    • Author(s)
      Tanaka, K. and Miyoshi, S.
    • Organizer
      8th International Symposium in Science and Technology
    • Place of Presentation
      Kansai University
    • Related Report
      2013 Annual Research Report
  • [Presentation] タップ長が一般化された適応フィルタの統計力学2013

    • Author(s)
      三好誠司,梶川嘉延
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      徳島大学
    • Related Report
      2013 Annual Research Report
  • [Presentation] M-ary PSKによるCDMA通信の情報統計力学的解析2012

    • Author(s)
      加藤弘之, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2012 Annual Research Report
  • [Presentation] 複層MRFに基づくベイズ超解像と位置ずれパラメータに関する一検討2012

    • Author(s)
      田中数馬, 木下俊貴, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2012 Annual Research Report
  • [Presentation] 変分ベイズ法と変分自由エネルギー最小化を用いた画像の修復と領域分割2012

    • Author(s)
      萱野健太, 岡田真人, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2012 Annual Research Report
  • [Presentation] 多数の動く教師が存在するオンライン学習に関する統計力学的解析2012

    • Author(s)
      鍋谷崇裕, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2012 Annual Research Report
  • [Presentation] レプリカ交換を用いたマルコフ連鎖モンテカルロ法による制約充足問題の解の計数2012

    • Author(s)
      山崎高寛, 三好誠司
    • Organizer
      電気関係学会関西連合大会
    • Place of Presentation
      関西大学
    • Year and Date
      2012-12-08
    • Related Report
      2012 Annual Research Report
  • [Presentation] 大画像の複層ベィズ超解像と位置ずれ推定に関する検討2012

    • Author(s)
      木下俊貴, 三好誠司
    • Organizer
      第15回情報論的学習理論ワークショップ
    • Place of Presentation
      筑波大学東京キャンパス
    • Year and Date
      2012-11-07
    • Related Report
      2012 Annual Research Report
  • [Presentation] 入力が白色でない適応フィルタの統計力学2012

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      日本物理学会秋季大会
    • Place of Presentation
      横浜国立大学
    • Year and Date
      2012-09-18
    • Related Report
      2012 Annual Research Report
  • [Presentation] FXLMSアルゴリズムの統計力学的解析とその精度,2012

    • Author(s)
      三好誠司, 梶川嘉延
    • Organizer
      電子情報通信学会信号処理研究会
    • Place of Presentation
      大阪大学中之島キャンパス
    • Year and Date
      2012-05-24
    • Related Report
      2012 Annual Research Report
  • [Remarks] 三好誠司 研究業績

    • URL

      http://www2.itc.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html

    • Related Report
      2016 Annual Research Report
  • [Remarks] 三好誠司 研究業績

    • URL

      http://www2.itc.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html#gakkai

    • Related Report
      2014 Annual Research Report
  • [Remarks]

    • URL

      http://www2.itc.kansai-u.ac.jp/~miyoshi/cnt/gyoseki.html

    • Related Report
      2012 Annual Research Report

URL: 

Published: 2012-04-24   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi