The first full-fledged textbook on a new, rapidly developing mathematical discipline - the theory of wavelets. Until now, such textbooks in Russian have not been published. The book is supplemented with exercises, which makes it an excellent guide for senior and graduate students, communication theorists interested in modern signal processing methods.