Contents NTRODUCTION PRELIMINARIES AND NOTATION I CHAPTER I: The What, Why, and How of Wavelets C. 1.- CHAPTER 2: The Continuous Wavelet Transform CHAPTER 3: Discrete Wavelet Transforms: frames 107 CHAPTER 4: Time-Frequency Density and Orthonormal Bases