Multiscale Analysis of Complex Time Series (eBook)

Integration of Chaos and Random Fractal Theory, and Beyond

Jianbo Gao, Yinhe Cao, Wen-Wen Tung, Jing Hu (Autoren)

eBook Download: PDF

2007 | 1. Auflage
368 Seiten
John Wiley & Sons (Verlag)
9780470191644 (ISBN)

Infos

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.

Autor

Jianbo Gao is an Assistant Professor of the Department of Electrical and Computer Engineering at the University of Florida. Yinhe Cao is the CEO of BioSieve. Wen-wen Tung is an Assistant Professor of the Department of Earth and Atmospheric Sciences at Purdue University, West Lafayette, Indiana. Jing Hu is a Research Engineer of the Department of Electrical and Computer Engineering at the University of Florida.

Produkt-Details

• Erscheint lt. Verlag: 12.7.2008
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Technik ► Nachrichtentechnik
• Schlagworte: Chaos / Fractal / Dynamical Systems • Chaos, Fraktale u. dynamische Systeme • Electrical & Electronics Engineering • Elektrotechnik u. Elektronik • Mathematics • Mathematik • Signal Processing • Signalverarbeitung • Statistics • Statistik • Time Series • Zeitreihen
• ISBN-13: 9780470191644 / 9780470191644