Signal Analysis explores methods that offer an insight into the properties of signals and stochastic processes. This comprehensive and authoritative book provides an introduction to the fundamental theory of signal analysis. It bridges the gap between the basic knowledge in system theory and the specialist knowledge in various fields of signal processing and provides a complete overview of current applications. Features include: Focus on both classical and modern approaches to transforms, such as the Karhunen - Lohve transform and the discrete Fourier transform Enhancement of the understanding and relation of transform theory Discussion of recent and emerging topics, including filter banks with perfect reconstruction time-frequency and wavelets. With its great accuracy and technical merit, Signal Analysis is essential reading for signal processing engineers, researchers, undergraduates, postgraduates and lecturers of electrical and computer engineering.