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Spectral theory for random closed sets and estimating the covariance via frequency space

 
: Koch, K.; Ohser, J.; Schladitz, K.

:

Advances in applied probability 35 (2003), No.3, pp.603-613
ISSN: 0001-8678
English
Journal Article
Fraunhofer ITWM ()

Abstract
A spectral theory for stationary random closed sets is developed and provided with a sound mathematical basis. The definition and a proof of the existence of the Bartlett spectrum of a stationary random closed set as well as the proof of a Wiener-Khinchin theorem for the power spectrum are used to two ends. First, well-known second-order characteristics like the covariance can be estimated faster than usual via frequency space. Second, the Bartlett spectrum and the power spectrum can be used as second-order characteristics in frequency space. Examples show that in some cases information about the random closed set is easier to obtain from these characteristics in frequency space than from their real-world counterparts.

: http://publica.fraunhofer.de/documents/N-33108.html