Nonlinear Biomedical Signal Processing, Volume 2: Dynamic Analysis and ModelingISBN: 978-0-7803-6012-9
Hardcover
344 pages
September 2000, Wiley-IEEE Press
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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