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Introduction to Statistical Signal Processing by Robert M. Gray and Lee D. Davisson (2004, Hardcover)
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About this product
Product Identifiers
PublisherCambridge University Press
ISBN-100521838606
ISBN-139780521838603
eBay Product ID (ePID)30203717
Product Key Features
Number of Pages478 Pages
Publication NameIntroduction to Statistical Signal Processing
LanguageEnglish
SubjectSignals & Signal Processing
Publication Year2004
TypeTextbook
AuthorRobert M. Gray, Lee D. Davisson
Subject AreaTechnology & Engineering
FormatHardcover
Dimensions
Item Height1.2 in
Item Weight39.6 Oz
Item Length10.1 in
Item Width7.1 in
Additional Product Features
Intended AudienceScholarly & Professional
LCCN2004-045892
TitleLeadingAn
Dewey Edition22
Reviews"One of the book's strengths is its thematic focus, guiding the reader on a straight road to mean squared calculus. The authors are careful in not assuming prior knowledge of probability theory or even measure theory, and the text connects readily to undergraduate courses on elementary probability and linear systems. The writing itself is carved in a sequential and elaborate style following the credo of linear development of material. Emphasizing intuitive arguments, the text provides helpful discussions of notions and basic concepts. A wealth of problem questions are proposed." - Journal of the American Statistical Association.
IllustratedYes
Dewey Decimal621.3822
Table Of ContentPreface; 1. Introduction; 2. Probability; 3. Random objects; 4. Expectation and averages; 5. Second-order theory; 6. A menagerie of processes; Appendices.
SynopsisThis 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 using a range of carefully chosen examples. 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. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications., This volume 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 an overview 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 text., This book describes the essential tools and techniques of statistical signal processing. Hundreds of homework problems are included and the book is ideal for graduate students of electrical engineering and applied mathematics. It is also a useful reference for researchers in signal processing and communications.
LC Classification NumberTK5102.5 .G67 2004
