A Stochastic Modeling Approach To Multiscale Signal Processing
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A Stochastic Modeling Approach To Multiscale Signal Processing
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Author : Kenneth Chien-ko Chou
language : en
Publisher:
Release Date : 1991
A Stochastic Modeling Approach To Multiscale Signal Processing written by Kenneth Chien-ko Chou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Signal processing categories.
Signal Processing
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Author : James V. Candy
language : en
Publisher: McGraw-Hill Companies
Release Date : 1988
Signal Processing written by James V. Candy and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Technology & Engineering categories.
A Stochastic Modelling Approach To Multiscale Signal Processing
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Author : Kenneth Chien-ko Chou
language : en
Publisher:
Release Date : 1991
A Stochastic Modelling Approach To Multiscale Signal Processing written by Kenneth Chien-ko Chou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Multiscale Signal Analysis And Modeling
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Author : Xiaoping Shen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-09-18
Multiscale Signal Analysis And Modeling written by Xiaoping Shen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-18 with Technology & Engineering categories.
Multiscale Signal Analysis and Modeling presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extraction and classification, signal and image representation/transmission, coding, nonparametric statistical signal processing, and statistical learning theory.
A Stochastic Modeling Appraoch To Multiscale Signal Processing
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Author : Kenneth Chien-ko Chou
language : en
Publisher:
Release Date : 1991
A Stochastic Modeling Appraoch To Multiscale Signal Processing written by Kenneth Chien-ko Chou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.
Multiscale Analysis Of Complex Time Series
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Author : Jianbo Gao
language : en
Publisher: John Wiley & Sons
Release Date : 2007-12-04
Multiscale Analysis Of Complex Time Series written by Jianbo Gao and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-12-04 with Mathematics categories.
The only integrative approach to chaos and random fractal theory Chaos and random fractal theory are two of the most important theories developed for data analysis. Until now, there has been no single book that encompasses all of the basic concepts necessary for researchers to fully understand the ever-expanding literature and apply novel methods to effectively solve their signal processing problems. Multiscale Analysis of Complex Time Series fills this pressing need by presenting chaos and random fractal theory in a unified manner. Adopting a data-driven approach, the book covers: DNA sequence analysis EEG analysis Heart rate variability analysis Neural information processing Network traffic modeling Economic time series analysis And more Additionally, the book illustrates almost every concept presented through applications and a dedicated Web site is available with source codes written in various languages, including Java, Fortran, C, and MATLAB, together with some simulated and experimental data. The only modern treatment of signal processing with chaos and random fractals unified, this is an essential book for researchers and graduate students in electrical engineering, computer science, bioengineering, and many other fields.
Multiscale Signal Analysis And Modeling
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Author :
language : en
Publisher: Springer
Release Date : 2012-09-19
Multiscale Signal Analysis And Modeling written by and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-19 with categories.
Stochastic Methods For Modeling And Predicting Complex Dynamical Systems
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Author : Nan Chen
language : en
Publisher: Springer Nature
Release Date : 2023-03-13
Stochastic Methods For Modeling And Predicting Complex Dynamical Systems written by Nan Chen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-13 with Mathematics categories.
This book enables readers to understand, model, and predict complex dynamical systems using new methods with stochastic tools. The author presents a unique combination of qualitative and quantitative modeling skills, novel efficient computational methods, rigorous mathematical theory, as well as physical intuitions and thinking. An emphasis is placed on the balance between computational efficiency and modeling accuracy, providing readers with ideas to build useful models in practice. Successful modeling of complex systems requires a comprehensive use of qualitative and quantitative modeling approaches, novel efficient computational methods, physical intuitions and thinking, as well as rigorous mathematical theories. As such, mathematical tools for understanding, modeling, and predicting complex dynamical systems using various suitable stochastic tools are presented. Both theoretical and numerical approaches are included, allowing readers to choose suitable methods in different practical situations. The author provides practical examples and motivations when introducing various mathematical and stochastic tools and merges mathematics, statistics, information theory, computational science, and data science. In addition, the author discusses how to choose and apply suitable mathematical tools to several disciplines including pure and applied mathematics, physics, engineering, neural science, material science, climate and atmosphere, ocean science, and many others. Readers will not only learn detailed techniques for stochastic modeling and prediction, but will develop their intuition as well. Important topics in modeling and prediction including extreme events, high-dimensional systems, and multiscale features are discussed.
Nonlinear Time Series And Signal Processing
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Author : Ronald R. Mohler
language : en
Publisher: Springer
Release Date : 1988
Nonlinear Time Series And Signal Processing written by Ronald R. Mohler and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Mathematics categories.
Neural And Stochastic Methods In Image And Signal Processing
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Author :
language : en
Publisher:
Release Date : 1994
Neural And Stochastic Methods In Image And Signal Processing written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Image processing categories.