Time–Frequency Analysis

Franz Hlawatsch is an Associate Professor at the Vienna University of Technology, Austria. His research interests are in the areas of time-frequency signal processing, non-stationary statistical signal processing and wireless communications. Francois Auger is Head of the Physical Measurements Department of the Technology Institute of the University of Saint Nazaire, France. His current research interests include motor control, embedded control and signal processing with FPGAs, spectral estimation and time-frequency representations.

Part 1: Fundamental Concepts and Tools. Chapter 1. Energy-based time-frequency analysis (Patrick Flandrin). Chapter 2. The instantaneous frequency of a signal (Bernard Picinbono). Chapter 3. Linear time-frequency analysis I: Fourier type representations (Remi Gribonval). Chapter 4. Linear time-frequency analysis II: wavelet representations (Thierry Blu and Jerome Lebrun). . Chapter 5. Quadratic time-frequency analysis I: the Cohen class (Francois Auger and Eric Chassande-Mottin). Chapter 6. Quadratic time-frequency analysis II: discretization of the Cohen class (Stephane Grassin). Chapter 7. Quadratic time-frequency analysis III: the affine class and other covariant classes (Jean-Philippe Ovarlez, Paulo Goncalves and Richard Baraniuk). Part 2: Advanced Concepts and Tools. Chapter 8. Higher order time-frequency representations (Pierre-Olivier Amblard). Chapter 9. The reassignment method (Eric Chassande-Mottin, Francois Auger and Patrick Flandrin). Chapter 10. Time-frequency analysis and statistical signal processing (Franz Hlawatsch and Gerald Matz). Chapter 11. Non-stationary parametric modeling (Corinne Mailhes and Francis Castanie). Chapter 12. Time-frequency representations in biomedical signal processing (Lotfi Senhadji and Mohammad Bagher Shamsollahi). Chapter 13. Application of time-frequency methods to acoustic signals: recognition and diagnostics (Manuel Davy).