Presents the concept of Optimum and Adaptive Signal Processing, while providing a straightforward explanation of all the intermediate steps in a mathematical expression derivation and its physical meaning. Chapters 1-8 and 9-17, addressing, respectively, optimum signal processing and adaptive signal processing, can serve as separate texts.