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Research on medical supporting system of artificial respiration

Research Project

Project/Area Number 16560355
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionKYUSHU UNIVERCITY

Principal Investigator

KANAE Shunshoku  Kyushu University, Graduate school of information science and electrical engineering, Research assistant, 大学院システム情報科学研究院, 助手 (90274555)

Co-Investigator(Kenkyū-buntansha) WADA Kiyoshi  Kyushu University, Graduate school of information science and electrical engineering, Professor, 大学院システム情報科学研究院, 教授 (60125127)
YANG Zi-Jiang  Kyushu University, Graduate school of information science and electrical engineering, Associate Professor, 大学院システム情報科学研究院, 助教授 (30243984)
Project Period (FY) 2004 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2006: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2005: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2004: ¥1,400,000 (Direct Cost: ¥1,400,000)
KeywordsRespiratory model / Elastance / System Identification / Parameter estimation / Artificial respiration / Air-pressure limit value / Decision / 呼吸モデル / 設定 / ファジイクラスタリング / 非線形 / 動的システム
Research Abstract

Artificial respiration is generally used when spontaneous breathing is absent or insufficient. Characteristic of lung is very different in each patient. For setting appropriate ventilation conditions, it is important to establish a mathematical model describing the mechanism of human respiratory system, and to set the ventilation condition fitting to each patient based on estimated characteristic of lung.
In this investigation, some of basic techniques are proposed for medical supporting system of artificial respiration such as mathematical model structure of respiratory system, parameter estimation algorithm for respiratory model and characteristics of pulmonary elastance, decision method for air-pressure limit value.
A) Mathematical model structure of human respiratory system : Two types of second order nonlinear differential equation model of respiratory system are proposed. In the first type of model, elastic coefficient is expressed as polynomial function of air-volume, while in the … More second type of model, elastic coefficient is expressed by RBF network. The model with polynomial expression of elastance has the advantage that the structure is simple. On the other hand, the model with RBF expression of elastance has better numerical stability against to the model with polynomial expression of elastance.
B) Parameter estimation algorithm for respiratory model and characteristics of pulmonary elastance : A unified estimation algorithm is derived based on numerical integration technique. According to the proposed algorithm, the pulmonary elastance and the airway resistance can be directly estimated from sampled measurement data of airway pressure, air-flow and air-volume.
C) Decision method for air-pressure limit value : A decision method for air-pressure limit value based on the respiration model is proposed. This method adopt a. numerical technique to find the point of saturation starting point in the elastance curve, so direct calculation of radius of curvature can be avoided. Less

Report

(4 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (14 results)

All 2006 2005 2004

All Journal Article (11 results) Book (3 results)

  • [Journal Article] Design of RBF network based on fuzzy clustering method for modeling of respiratory system2006

    • Author(s)
      K.Maeda, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      Lecture notes in computer science 3973,Advances in neural networks- ISNN 2006 Part III

      Pages: 746-753

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Radial Basis Function Network in Reproducing Kernel Hilbert space2005

    • Author(s)
      C.Dachapak, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      Research Report on Information Science and Electrical Engineering of Kyushu University 10・1

      Pages: 9-14

    • NAID

      110001131525

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Bias-Compensated Least-Squares Algorithm via Prefiltering2005

    • Author(s)
      M.Ikenoue, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      International Journal of Innovative Computing, Information & Control 1・3

      Pages: 493-507

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Radial Basis Function Network in Reproducing Kernel Hilbert Space2005

    • Author(s)
      C.Dachapak, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      Research Report on Information Science and Electrical Engineering of Kyushu University Vol.10, No.1

      Pages: 9-14

    • NAID

      110001131525

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On Bias-Compensated Least-Squares Algorithm via Prefiltering2005

    • Author(s)
      M.Ikenoue, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      International Journal of Innovative Computing, Information & Control Vol.1, No.3

      Pages: 493-507

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On bias-compensated least-squares algorithm via pre-filtering2005

    • Author(s)
      M.Ikenoue, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      International Journal of Innovative Computing, Information & Control 1

      Pages: 493-507

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Modeling of Respiration and Estimation of Pulmonary Elastance2004

    • Author(s)
      S.Kanae, K.Muramatsu, Z.J.Yang, K.Wada
    • Journal Title

      Proceedings of the 5th Asian Control Conference

      Pages: 648-651

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary 2004 Annual Research Report
  • [Journal Article] 入出力観測雑音がある場合のバルス伝達関数のバラメータ推定について2004

    • Author(s)
      池之上正人, 金江春植, 楊子江, 和田清
    • Journal Title

      電気学会論文誌C(電子・情報・システム部門誌) 124・4

      Pages: 981-988

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On the parameter estimation of pulse transfer function in the presence of input and output noise2004

    • Author(s)
      M.Ikeda, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      IEEJ Trans.EIS Vol.124, No.4

      Pages: 981-988

    • NAID

      10012703743

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Pulmonary Elastance Based on RBF Expression2004

    • Author(s)
      S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      Lecture notes in computer science 3173,Advances in neural networks- ISNN 2006 Part II

      Pages: 507-512

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Estimation of Pulmonary Elastance Based on RBF Expression2004

    • Author(s)
      S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      Advances in Neural Networks - ISNN 2004 : International Symposium on Neural Networks. 3174/2004

      Pages: 507-512

    • Related Report
      2004 Annual Research Report
  • [Book] Lecture notes in computer science 3973, Advances in neural networks-ISNN 2006 Part III pp. 746-7532006

    • Author(s)
      K.Maeda, S.Kanae, Z.J.Yang, K.Wada
    • Total Pages
      1402
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Lecture notes in computer science 3973, Advances in neural networks - ISNN 2006 Part111 pp.746 - 7532006

    • Author(s)
      K.Maeda, S.Kanae, Z.J.Yang, K.Wada
    • Total Pages
      1402
    • Publisher
      Springer
    • Related Report
      2006 Annual Research Report
  • [Book] Lecture notes in computer science 3173, Advances in neural networks-ISNN 2006 Part II pp. 507-5122004

    • Author(s)
      S.Kanae, Z.J.Yang, K.Wada
    • Total Pages
      1021
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary

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Published: 2004-04-01   Modified: 2016-04-21  

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