Nonlinear Dynamic Modeling of Physiological Systems (IEEE Press Series on Biomedical Engineering) Review

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(More customer reviews)The book gives an introduction, as well as a more in-depth look on a number of parametric and nonparametric modeling approaches, as well as their applications to modern physiological system modeling, focusing on the nonlinearies and nonstationarities that need to be addressed during this approach. Although one must be equipped with sufficient understanding of signal processing and a strong mathematic background to access the field of nonlinear modeling, this book is as accessible as it can get, providing constantly examples and applications for each concept it introduces.

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The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a practical context. A considerable body of knowledge has accumulated over the last thirty years in this area of research. This book summarizes that progress, and details the most recent methodologies that offer practical solutions to this daunting problem. Implementation and application are discussed, and examples are provided using both synthetic and actual experimental data.This essential study of nonlinearities in physiology apprises researchers and students of the latest findings and techniques in the field.

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