A Friendly Guide to Wavelets

Focused on wavelet and time-frequency analysis, this textbook serves graduate students and advanced undergraduates in science and engineering, as well as practicing researchers. It builds mathematical concepts from the ground up, requiring only basic knowledge of matrix theory and Fourier analysis. Each of the first eight chapters concludes with exercises to reinforce learning, and numerous graphics enhance understanding, making it accessible for those with limited mathematical backgrounds.