On Kotelnikov-Shannon theorem for random fields on a cylinder (Q2755280)
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scientific article; zbMATH DE number 1669752
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On Kotelnikov-Shannon theorem for random fields on a cylinder |
scientific article; zbMATH DE number 1669752 |
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8 November 2001
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isotropic random field
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bounded spectrum
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sampling theorem
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On Kotelnikov-Shannon theorem for random fields on a cylinder (English)
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The paper deals with the mean square continuous random fields \(\xi(t,\varphi)\), \(t\in{\mathbf R}\), \(\varphi\in[-pi,+pi]\) homogeneous with respect to time isotropic on the unit sphere \(S_2\). This type of fields has been considered in a number of papers [see, for example, \textit{M. P. Moklyachuk} and \textit{M. I. Yadrenko}, Theory Probab. Math. Stat. 18, 115-124 (1979); translation from Teor. Veroyatn. Mat. Stat. 18, 106-115 (1978; Zbl 0409.62087) and ibid. 19, 129-139 (1980); resp. ibid. 19, 111-121 (1978; Zbl 0407.60059)]. To approximate the fields the authors use the fields NEWLINE\[NEWLINE\xi_N(t,\varphi)= \sum_{k=-n}^n\xi\left({{l\pi}\over{c}},\varphi\right) {{\sin(c(t-l\pi/c))}\over {c(t-l\pi /c)}}.NEWLINE\]NEWLINE The mean square error \(E|\xi(t,\varphi)-\xi_N(t,\varphi)|^2\) of the approximation is estimated. It is proved that for random fields with bounded spectrum the Kotelnikov-Shannon formula (sampling theorem) NEWLINE\[NEWLINE\xi(t,\varphi)= \sum_{k=-\infty}^{+\infty} \xi\left({{l\pi}\over{c}},\varphi\right) {{\sin(c(t-l\pi/c))}\over {c(t-l\pi/c)}}NEWLINE\]NEWLINE holds true.
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