Time‒Frequency and Time‒Scale Methods
Author | : Jeffrey A. Hogan |
Publisher | : Springer Science & Business Media |
Total Pages | : 403 |
Release | : 2007-12-21 |
ISBN-10 | : 9780817644314 |
ISBN-13 | : 0817644318 |
Rating | : 4/5 (14 Downloads) |
Book excerpt: 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 forefront of these areas are well aware of the benefits of such a unified approach, there remains a knowledge gap in the larger community of practitioners about the precise strengths and limitations of Fourier/Gabor analysis versus wavelets. This book fills that gap by presenting the interface of time-frequency and time-scale methods as a rich area of work. "Foundations of Time-Frequency and Time-Scale Methods" will be suitable for applied mathematicians and engineers in signal/image processing and communication theory, as well as researchers and students in mathematical analysis, signal analysis, and mathematical physics.