The problem of statistical reconstruction of missing samples arbitrarily located within the rectangular segment of a Gaussian vector random field is considered. It is shown that the reconstruction is made up of the deterministic (predictable and hence unique) component and the stochastic (unpredictable and hence nonunique) component. ; First, the reconstruction procedure is briefly sketched for general homogenous random fields. Next, it is shown that a major computational simplifications can be acheved if the unilateral conditional Markov (CM) model of the field is adopted. For CM fields the possibility of decomposing the restoration procedure into a number of computationally less demanding sub-problems is also discussed.
Zielona Góra: Uniwersytet Zielonogórski
Korbicz, Józef - red. ; Uciński, Dariusz - red.
AMCS, volume 4, number 1 (1994)
Biblioteka Uniwersytetu Zielonogórskiego
Jul 28, 2020
Jul 24, 2020
6
https://www.zbc.uz.zgora.pl/publication/63910
Edition name | Date |
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On statistical reconstruction of vector random fields | Jul 28, 2020 |
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