An Introduction to Statistical Signal Processing

Released on by Robert M. Gray
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  • An Introduction to Statistical Signal Processing Book Detail

  • Author : Robert M. Gray
  • Release Date : 2004-12-02
  • Publisher : Cambridge University Press
  • Genre : Technology & Engineering
  • Pages : 479
  • ISBN 13 : 1139456288
  • File Size : 98,98 MB
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An Introduction to Statistical Signal Processing by Robert M. Gray PDF Summary

Book 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 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.

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Statistical Signal Processing

Statistical Signal Processing

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Signal processing may broadly be considered to involve the recovery of information from physical observations. The received signal is usually disturbed by therm