Introduction to random processes in engineering

Bibliographic Information

Introduction to random processes in engineering

A.V. Balakrishnan

Wiley, c1995

Available at  / 6 libraries

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Note

"A Wiley Interscience publication."

Includes bibliographical references

Includes index

Description and Table of Contents

Description

Presents the theoretical framework fundamental to the processing of random signals and data. Centered on the concepts of stationarity, correlation and spectrum, including the Ergodic Principle and the Sampling Principle, and the principles of digital computer simulation of random processes.

Table of Contents

  • Review.
  • Random Processes: Basic Concepts, Properties.
  • Stationary Random Processes: Covariance and Spectrum.
  • Response of Linear Systems to Random Inputs: Discrete--Time Models.
  • Response of Linear Systems to Random Inputs: Continuous--Time Models.
  • Time Averages and the Ergodic Principle.
  • Sampling Principle and Interpolation.
  • Simulation of Random Processes.
  • Random Fields.
  • Linear Filtering Theory.
  • Problems.
  • Notes and Comments.
  • References.
  • Index.

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