Analysis of efficiency of detecting extended signals on multidimensional grids

The paper is devoted to the problems of detecting extended space-time signals. An algorithm is proposed that enables one to calculate the variance of filtering with lower computational costs than those of the methods based on solving the Wiener-Hopf equations. Based on the proposed algorithms for de...

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Veröffentlicht in:Pattern recognition and image analysis 2013-03, Vol.23 (1), p.1-9
Hauptverfasser: Vasil’ev, K. K., Dement’ev, V. E., Luchkov, N. V.
Format: Artikel
Sprache:eng
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Zusammenfassung:The paper is devoted to the problems of detecting extended space-time signals. An algorithm is proposed that enables one to calculate the variance of filtering with lower computational costs than those of the methods based on solving the Wiener-Hopf equations. Based on the proposed algorithms for detecting extended signals, relatively simple quasi-optimal resolving rules using only a fraction of existing observations can be constructed. A comparative analysis is given of the efficiency of detection and potentialities of real systems.
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661812020198