Bericht Nr. 14, 2005<br/>This habilitation thesis introduces the basics of time-frequency analysis and at tempts to deepen the knowledge and understanding of state-of-the-art mathematical techniques which are prearranged and, yet, literally waiting to be fully applied to typical time series in Civil
Time-Frequency Analysis: Concepts and Methods
- Publisher
- Wiley-ISTE
- Year
- 2008
- Tongue
- English
- Leaves
- 427
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
Covering a period of about 25 years, during which time-frequency has undergone significant developments, this book is principally addressed to researchers and engineers interested in non-stationary signal analysis and processing. It is written by recognized experts in the field.Content:
Chapter 1 Time?Frequency Energy Distributions: An Introduction (pages 18β36): Patrick Flandrin
Chapter 2 Instantaneous Frequency of a Signal (pages 37β60): Bernard Picinbono
Chapter 3 Linear Time?Frequency Analysis I: Fourier?Type Representations (pages 61β91): Remi Gribonval
Chapter 4 Linear Time?Frequency Analysis II: Wavelet?Type Representations (pages 93β130): Thierry Blu and Jerome Lebrun
Chapter 5 Quadratic Time?Frequency Analysis I: Cohen's Class (pages 131β163): Francois Auger and Eric Chassande?Mottin
Chapter 6 Quadratic Time?Frequency Analysis II: Discretization of Cohen's Class (pages 165β191): Stephane Grassin
Chapter 7 Quadratic Time?Frequency Analysis III: The Affine Class and Other Covariant Classes (pages 193β226): Paulo Goncalves, Jean?Philippe Ovarlez and Richard Baraniuk
Chapter 8 Higher?Order Time?Frequency Representations (pages 228β248): Pierre?Olivier Amblard
Chapter 9 Reassignment (pages 249β277): Eric Chassande?Mottin, Francois Auger and Patrick Flandrin
Chapter 10 Time?Frequency Methods for Non?stationary Statistical Signal Processing (pages 279β320): Franz Hlawatsch and Gerald Matz
Chapter 11 Non?stationary Parametric Modeling (pages 321β352): Corinne Mailhes and Francis Castanie
Chapter 12 Time?Frequency Representations in Biomedical Signal Processing (pages 353β382): Lotfi Senhadji and Mohammad Bagher Shamsollahi
Chapter 13 Application of Time?Frequency Techniques to Sound Signals: Recognition and Diagnosis (pages 383β408): Manuel Davy
π SIMILAR VOLUMES
Developed in this book are several deep connections between time-frequency (Fourier/Gabor) analysis and time-scale (wavelet) analysis, emphasizing the powerful adaptive methods that emerge when separate techniques from each area are properly assembled in a larger context. While researchers at the fo
<P>The goal of the book is to develop a deeper understanding of the roles of time-frequency or Fourier and Gabor analysis, and time-scale or wavelet analysis, when the various tools are properly assembled in a larger context. While researchers at the forefront of developments in time-frequency scale
Configural Frequency Analysis (CFA) provides an up-to-the-minute comprehensive introduction to its techniques, models, and applications. Written in a formal yet accessible style, actual empirical data examples are used to illustrate key concepts. Step-by-step program sequences are used to show rea