Probability and Random Processes with Application to Signal Processing

Description This book is acomprehensive treatment of probability and random processes that,more than any other available source, combines rigor withaccessibility. Beginning with the fundamentals of probabilitytheory and requiring only college-level calculus, the book developsall the tools needed to understand more advanced topics. For Sale in Indiansubcontinent only Expository discussions of state-of-the-art computer-oriented techniques A large number of worked-out examples in all chapters A new set of reference appendices designed to help the reader understand the developments in the main body of the text All of the material on random sequences now appears in one chapter (Chapter 6) and the stationary case is treated as a special case of the more general theory Section on the misuses and paradoxes of probability Introduction to Probability. Random Variables. Functions of Random Variables. Expectation and Introduction to Estimation. Vector Random Variables. Random Sequences. Random Processes. Advanced Topics in Random Processes. Applications to Statistical Processing.