Provides a comprehensive presentation of the conceptual basis of wavelet analysis, including the construction & analysis of wavelet bases. This book motivates the central ideas of wavelet theory by offering a detailed exposition of the Haar series, then shows how a abstract approach allows readers to generalize & improve upon the Haar series.