The mathematical theory of wavelets is intrinsically advanced. However, the author's elementary approach makes this text an excellent introduction to the subject for senior undergraduate students. The theory is supplemented by more than 200 exercises so students can explore the fundamental ideas and numerous applications of wavelets.