An Introduction to Statistical Signal Processing

An Introduction to Statistical Signal Processing
by R. M. Gray, L. D. Davisson

Publisher: Cambridge University Press 2005
ISBN/ASIN: 0521838606
ISBN-13: 9780521838603
Number of pages: 478

Description:
This book describes the essential tools and techniques of statistical signal processing. At every stage theoretical ideas are linked to specific applications in communications and signal processing. The book begins with a development of basic probability, random objects, expectation, and second order moment theory followed by a wide variety of examples of the most popular random process models and their basic uses and properties. Specific applications to the analysis of random signals and systems for communicating, estimating, detecting, modulating, and other processing of signals are interspersed throughout the book.