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An Introduction to Statistical Signal Processing

$64.00

  • Date Published: February 2010
  • availability: Available
  • format: Paperback
  • isbn: 9780521131827

$64.00
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About the Authors
  • 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.

    • Links theoretical ideas to specific applications in signal processing
    • Contains hundreds of homework problems
    • Appendices provide prerequisite mathematical results
    Read more

    Reviews & endorsements

    "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.

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    Product details

    • Date Published: February 2010
    • format: Paperback
    • isbn: 9780521131827
    • length: 478 pages
    • dimensions: 244 x 170 x 24 mm
    • weight: 0.76kg
    • availability: Available
  • Table of Contents

    Preface
    1. Introduction
    2. Probability
    3. Random objects
    4. Expectation and averages
    5. Second-order theory
    6. A menagerie of processes
    Appendices.

  • general resources

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    General ResourcesErrataErratapdf117KB0errata general resources errata general resourceserrata
    General ResourcesSolutionsSolutionspdf1052KB1solutions general resources solutions general resourcessolutions

    This title has a locked file and access is given only to instructors adopting the textbook for their class. We need to strictly enforce this so that solutions are not made available to students. To gain access to locked resources you need to first log in with your Cambridge account details and then return to this page to submit details of your course so you can be authenticated as an instructor. Click here to log in. If you do not have a Cambridge account you will first need to click here to create an account and then return to this page to be authenticated.


    These resources are provided free of charge by Cambridge University Press with permission of the author of the corresponding work, but are subject to copyright. You are permitted to view, print and download these resources for your own personal use only, provided any copyright lines on the resources are not removed or altered in any way. Any other use, including but not limited to distribution of the resources in modified form, or via electronic or other media, is strictly prohibited unless you have permission from the author of the corresponding work and provided you give appropriate acknowledgement of the source.

    If you are having problems accessing these resources please email cflack@cambridge.org

  • Authors

    Robert M. Gray, Stanford University, California

    Lee D. Davisson, University of Maryland, College Park

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