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

A study of sound source position estimation and noise suppression in body-transmitted sound using microphone array

Research Project

Project/Area Number 18K11377
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 61010:Perceptual information processing-related
Research InstitutionOita University

Principal Investigator

Nishijima Keisuke  大分大学, 理工学部, 助教 (30237698)

Co-Investigator(Kenkyū-buntansha) 古家 賢一  大分大学, 理工学部, 教授 (10643611)
Project Period (FY) 2018-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2019: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2018: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsシャント音 / マイクロホンアレイ / 狭窄位置 / 血管狭窄 / 音響特徴量 / 狭窄 / 位置推定 / 肉伝導 / 音源位置推定 / 雑音抑圧
Outline of Final Research Achievements

In this study, we aimed to estimate the location of stenosis from auscultatory sounds at multiple positions using a microphone array, and to correctly determine whether the blood vessel is normal or stenotic using the auscultatory sounds at the estimated positions. To this end, we defined features for estimating the location of stenosis in blood vessels. We also proposed a method to estimate the location of stenosis using shunt sounds measured at multiple positions. As a result, we demonstrated that the location of stenosis (and its vicinity) can be estimated, and demonstrated the usefulness of discrimination at the location of stenosis.

Academic Significance and Societal Importance of the Research Achievements

血液透析患者の多くは静脈と動脈を吻合させシャントを形成する。シャントは経時変化等により血管の狭窄を起こすという問題があり,日頃から管理する必要がある。本研究の進展により,患者自身が血管の状態を把握することが容易になれば,早期に狭窄への対応が可能となり,患者の身体的負担や金銭的負担,社会保障費を軽減することが可能となる。

Report

(7 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (14 results)

All 2023 2022 2021 2020 2019 2018

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (9 results)

  • [Journal Article] Improvement of Vascular Stenosis Detection by Screening Uncertain Data2023

    • Author(s)
      Nishijima Keisuke、Furuya Ken’ichi
    • Journal Title

      2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)

      Volume: - Pages: 549-550

    • DOI

      10.1109/icce-taiwan58799.2023.10226797

    • Related Report
      2023 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detection of Vascular Stenosis using Average of Differences between Multiple Positions in Shunt Sound2022

    • Author(s)
      Nishijima Keisuke, Furuya Ken'ichi
    • Journal Title

      2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech)

      Volume: 1 Pages: 642-643

    • DOI

      10.1109/lifetech53646.2022.9754741

    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] A Method of Data Augmentation for Shunt Murmur Angiostenosis Detection2020

    • Author(s)
      Nishijima Keisuke、Higashi Daisuke、Furuya Ken’ichi
    • Journal Title

      Advances in Intelligent Systems and Computing

      Volume: 1194 Pages: 560-568

    • DOI

      10.1007/978-3-030-50454-0_58

    • ISBN
      9783030504533, 9783030504540
    • Related Report
      2020 Research-status Report
    • Peer Reviewed
  • [Journal Article] Classification of Arteriovenous Fistula Stenosis Using Shunt Murmur Analysis and Random Forest2019

    • Author(s)
      Fumiya Noda, Daisuke Higashi, Keisuke Nishijima, and Ken'ichi Furuya
    • Journal Title

      Advances in Intelligent Systems and Computing

      Volume: 993 Pages: 723-732

    • DOI

      10.1007/978-3-030-22354-0_65

    • ISBN
      9783030223533, 9783030223540
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Classification of Arteriovenous Fistula Stenosis Using Shunt Murmurs Analysis and Support Vector Machine2018

    • Author(s)
      Higashi Daisuke, Tanaka Keiko, Shin Satoko, Nishijima Keisuke, Furuya Ken’ichi
    • Journal Title

      Advances in Intelligent Systems and Computing

      Volume: 772 Pages: 884-892

    • DOI

      10.1007/978-3-319-93659-8_81

    • ISBN
      9783319936581, 9783319936598
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] クラスタ分析を用いた不確かなラベルデータの選別による血管狭窄検出2022

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2022年秋季研究発表会
    • Related Report
      2022 Research-status Report
  • [Presentation] 複数位置のシャント音を用いた血管狭窄検出2022

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2022年春季研究発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] 血管狭窄検出における複数位置での特徴量の評価2021

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2021年秋季研究発表会
    • Related Report
      2021 Research-status Report
  • [Presentation] シャント音における複数センサ間の差分平均を用いた血管狭窄検出2021

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2021年春季研究発表会
    • Related Report
      2020 Research-status Report
  • [Presentation] データ拡張を用いた複数位置のシャント音特徴量による狭窄の識別2020

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2020年秋季研究発表会
    • Related Report
      2020 Research-status Report
  • [Presentation] シャント音血管狭窄検出における伸縮処理を加えた特徴量算出法2020

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2020年春季研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] 複数位置シャント音特徴量を用いた狭窄の識別2020

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2020年春季研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] 複数位置の聴診から得られたシャント音特徴量を用いた狭窄の識別2019

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2019年秋季研究発表会
    • Related Report
      2019 Research-status Report
  • [Presentation] 複数位置の聴診から得られたシャント音の特徴分析2019

    • Author(s)
      西島恵介
    • Organizer
      日本音響学会2019年春季研究発表会
    • Related Report
      2018 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2025-01-30  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi