Series on Advances in Mathematics for Applied Sciences - Vol. 30
LECTURES ON PROBABILITY AND SECOND ORDER RANDOM FIELDS
by D B Hernández
This book of lecture notes contains theoretical background material required for computer generation of random fields, which is of interest in various fields of applied mathematics.
The necessary probabilistic background suitable for applied work in engineering as well as signal and image processing is also covered.
The book is a valuable guide for higher level engineering students.
Contents:
- Random Variables
- Random Vectors
- Sampling Random Variables
-
Second Order Properties
- The Fourier Transform
- Second Order Random Fields
- Spectral Representation of Random Fields
- Sampling and Modelling Random Fields
- Bibliography
- The Sources
- Index
Readership: Applied mathematicians.
| 164pp |
Pub. date: May 1995 |
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