Starting with a detailed and self contained discussion of the general construction of one dimensional wavelets from multiresolution analysis, this book presents in detail the most important wavelets: spline wavelets, Meyer's wavelets and wavelets with compact support. This will be an invaluable book for those wishing to learn about the mathematical foundations of wavelets.