Nonlinear Biomedical Signal Processing, Volume Ii: Dynamic Analysis And Modeling

Akay

  • 出版商: Wiley
  • 出版日期: 2000-09-20
  • 售價: $7,950
  • 貴賓價: 9.5$7,553
  • 語言: 英文
  • 頁數: 344
  • 裝訂: Hardcover
  • ISBN: 0780360125
  • ISBN-13: 9780780360129
  • 下單後立即進貨 (約1~3週)

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商品描述

Description:

Biomedical / Electrical Engineering Nonlinear Biomedical Signal Processing Volume II: Dynamic Analysis and Modeling A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor Featuring current contributions by experts in signal processing and biomedical engineering, this book introduces the concepts, recent advances, and implementations of nonlinear dynamic analysis methods. Together with Volume I in this series, this book provides comprehensive coverage of nonlinear signal and image processing techniques. Nonlinear Biomedical Signal Processing: Volume II combines analytical and biological expertise in the original mathematical simulation and modeling of physiological systems. Detailed discussions of the analysis of steady-state and dynamic systems, discrete-time system theory, and discrete modeling of continuous-time systems are provided. Biomedical examples include the analysis of the respiratory control system, the dynamics of cardiac muscle and the cardiorespiratory function, and neural firing patterns in auditory and vision systems. Examples include relevant MATLAB® and Pascal programs. Topics covered include:

  • Nonlinear dynamics
  • Behavior and estimation
  • Modeling of biomedical signals and systems
  • Heart rate variability measures, models, and signal assessments
  • Origin of chaos in cardiovascular and gastric myoelectrical activity
  • Measurement of spatio-temporal dynamics of human epileptic seizures.

A valuable reference book for medical researchers, medical faculty, and advanced graduate students, it is also essential reading for practicing biomedical engineers. Nonlinear Biomedical Signal Processing, Volume II is an excellent companion to Dr. Akay’s Nonlinear Biomedical Signal Processing, Volume I: Fuzzy Logic, Neural Networks, and New Algorithms.

 

Table of Contents:

Preface.

List of Contributors.

Nonlinear Dynamics Time Series Analysis (B. Henry, et al.).

Searching for the Origin of Chaos (T. Yambe, et al.).

Approximate Entropy and Its Applications to Biosignal Analysis (Y. Fusheng, et al.).

Parsimonious Modeling of Biomedical Signals and Systems: Applications to the Cardiovascular System (P. Celka, et al.).

Nonlinear Behavior of Heart Rate Variability as Registered After Heart Transplantation (C. Maier, et al.).

Heart Rate Variability: Measures and Models (M. Teich, et al.).

Ventriculo-Arterial Interaction After Acute Increase of the Aortic Input Impedance: Description Using Recurrence Plot Analysis (S. Schulz, et al.).

Nonlinear Estimation of Respiratory-Induced Heart Movements and Its Application in ECG/VCG Processing (L. Sörnmo, et al.).

Detecting Nonlinear Dynamics in Sympathetic Activity Directed to the Heart (A. Porta, et al.).

Assessment of Nonlinear Dynamics in Heart Rate Variability Signal (M. Signorini, et al.).

Nonlinear Deterministic Behavior in Blood Pressure Control (N. Lovell, et al.).

Measurement and Quantification of Spatiotemporal Dynamics of Human Epileptic Seizures (L. Iasemidis, et al.).

Rhythms and Chaos in the Stomach (Z. Wang, et al).

Index.

About the Editor.

商品描述(中文翻譯)

描述:
生物醫學 / 電機工程
非線性生物醫學信號處理 第二卷:動態分析與建模
IEEE Press生物醫學工程系列中的一卷
Metin Akay,系列編輯
本書介紹了信號處理和生物醫學工程領域專家的最新貢獻,介紹了非線性動態分析方法的概念、近期進展和實現。與本系列的第一卷一起,本書全面涵蓋了非線性信號和影像處理技術。非線性生物醫學信號處理:第二卷結合了分析和生物學專業知識,對生理系統的原始數學模擬和建模進行探討。詳細討論了穩態和動態系統的分析、離散時間系統理論以及連續時間系統的離散建模。生物醫學範例包括呼吸控制系統的分析、心肌的動力學和心肺功能,以及聽覺和視覺系統中的神經放電模式。範例包括相關的MATLAB®和Pascal程式。涵蓋的主題包括:
- 非線性動力學
- 行為與估計
- 生物醫學信號和系統的建模
- 心率變異性測量、模型和信號評估
- 心血管和胃部肌電活動中的混沌起源
- 人類癲癇發作的時空動力學測量。

這本書對於醫學研究人員、醫學院教師和高年級研究生來說是一本有價值的參考書,也是實踐中的生物醫學工程師必讀的書籍。非線性生物醫學信號處理第二卷是Dr. Akay的非線性生物醫學信號處理第一卷:模糊邏輯、神經網絡和新算法的絕佳伴侶。

目錄:
前言。
貢獻者名單。
非線性動力學時間序列分析(B. Henry 等)。
尋找混沌的起源(T. Yambe 等)。
近似熵及其在生物信號分析中的應用(Y. Fusheng 等)。
生物醫學信號和系統的簡約建模:對心血管系統的應用(P. Celka 等)。
心臟移植後心率變異性的非線性行為(C. Maier 等)。
心率變異性:測量和模型(M. Teich 等)。
急性增加主動脈輸入阻抗後的心室-動脈互動:使用重複圖分析的描述(S. Schulz 等)。
呼吸引起的心臟運動的非線性估計及其在ECG/VCG處理中的應用(L. Sörnmo 等)。
檢測交感神經活動中的非線性動力學。