Item Details

Field Guide to Probability, Random Processes, and Random Data Analysis [electronic resource]

Larry C. Andrews, Ronald L. Phillips
Format
EBook; Book; Online
Published
Bellingham, Wash. : SPIE Press, 2012.
Language
English
Series
SPIE Field Guides
ISBN
9780819487018, 0819487015
Summary
Mathematical theory developed in basic courses in engineering and science usually involves deterministic phenomena, and such is the case in solving a differential equation that describes some linear system where both the input and output are deterministic quantities. In practice, however, the input to a linear system, like an imaging system or radar system, may contain a "random" quantity that yields uncertainty about the output. Such systems must be treated by probabilistic methods rather than deterministic methods. For this reason, probability theory and random process theory have become indispensable tools in the mathematical analysis of these kinds of engineering systems. Topics included in this Field Guide are basic probability theory, random processes, random fields, and random data analysis.
Contents
  • Probability: one random variable
  • Conditional probabilities
  • Probability: two random variables
  • Sums of N complex random variables
  • Random processes
  • Random fields
  • Transformations of random processes
  • Random data analysis
  • Equation summary.
Description
Mode of access: World wide Web.
Notes
Includes bibliographical references (p. 90) and index.
Series Statement
SPIE field guides ; v. FG22
Logo for Copyright Not EvaluatedCopyright Not Evaluated
Technical Details
  • Access in Virgo Classic

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