System theory and practical applications of biomedical signals
著者
書誌事項
System theory and practical applications of biomedical signals
(IEEE Press series in biomedical engineering)
IEEE Press, c2002
大学図書館所蔵 全8件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references and index
内容説明・目次
内容説明
System theory is becoming increasingly important to medical applications. Yet, biomedical and digital signal processing researchers rarely have expertise in practical medical applications, and medical instrumentation designers usually are unfamiliar with system theory. System Theory and Practical Applications for Biomedical Signals bridges those gaps in a practical manner, showing how various aspects of system theory are put into practice by industry. The chapters are intentionally organized in groups of two chapters, with the first chapter describing a system theory technology, and the second chapter describing an industrial application of this technology. Each theory chapter contains a general overview of a system theory technology, which is intended as background material for the application chapter. Each application chapter contains a history of a highlighted medical instrument, summary of appropriate physiology, discussion of the problem of interest and previous empirical solutions, and review of a solution that utilizes the theory in the previous chapter.
Biomedical and DSP academic researchers pursuing grants and industry funding will find its real-world approach extremely valuable. Its in-depth discussion of the theoretical issues will clarify for medical instrumentation managers how system theory can compensate for less-than-ideal sensors. With application MATLABA (R) exercises and suggestions for system theory course work included, the text also fills the need for detailed information for students or practicing engineers interested in instrument design.
An Instructor Support FTP site is available from the Wiley editorial department: ftp://ftp.ieee.org/uploads/press/baura
目次
Preface.
Nomenclature.
I FILTERS.
1 System Theory and Frequency-Selective Filters.
2 Low Flow Rate Occlusion Detection Using Resistance Monitoring.
3 Adaptive Filters.
4 Improved Pulse Oximetry.
5 Time-Frequency and Time-Scale Analysis.
6 Improved Impedance Cardiography.
II MODELS FOR REAL TIME PROCESSING.
7 Linear System Identification.
8 External Defibrillation Waveform Optimization.
9 Nonlinear System Identification.
10 Improved Screening for Cervical Cancer.
11 Fuzzy Models.
12 Continuous Noninvasive Blood Pressure Monitoring: Proof of Concept.
III COMPARTMENTAL MODELS.
13 The Linear Compartmental Model.
14 Pharmacologic Stress Testing Using Closed-Loop Drug Delivery.
15 The Nonlinear Compartmental Model.
16 The Role of Nonlinear Compartmental Models in Development of Antiobesity Drugs.
IV SYSTEM THEORY IMPLEMENTATION.
17 Algorithm Implementation.
18 The Need for More System Theory in Low-Cost Medical Applications.
Glossary.
Index.
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