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Field Guide to Probability, Random Processes, and Random Data Analysis
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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.
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Society of Photo-Optical Instrumentation Engineers (SPIE); March 2012
108 pages; ISBN 9780819491701
Read online, or download in EPUB or secure PDF format
108 pages; ISBN 9780819491701
Read online, or download in EPUB or secure PDF format
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ISBNs
0819487023
9780819487018
9780819487025
9780819491701