Discrete Random Signals and Statistical Signal Processing

This book introduces random processing from a modern discrete-time point of view and carries that approach through to more advanced topics in modern statistical signal processing. Complete valued random signals are introduced in the beginning and carried through in all topics. The book avoids subtle concepts associated with integration and differentiation of continuous-time random signals. Complete random signals are treated from the outset. The text includes a separate section on computer assignments, summarizes important results in table or box format, and develops rigorous mathematics concepts in a clear manner.