Effectiveness of signal classification using Chernoff and Kailath boundary conditions

The probabilities calculation of correct and incorrect surface changes recognition observed by radars placed on satellites is an actual task. In the paper, analytical expressions for calculating the efficiency of classification based on the Chernoff and Kailath boundary ratios, are obtained. The exp...

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Bibliographic Details
Main Authors: Dorosinsky, Leonid G., Vinogradova, Nina S.
Format: Conference Proceeding
Language:English
Subjects:
Boundary conditions
Mathematical analysis
Object recognition
Radar imaging
Signal classification
Online Access:Get full text
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Summary:The probabilities calculation of correct and incorrect surface changes recognition observed by radars placed on satellites is an actual task. In the paper, analytical expressions for calculating the efficiency of classification based on the Chernoff and Kailath boundary ratios, are obtained. The expressions are illustrated by a number of practically useful examples of detecting and recognizing the changes in the radar image.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0027276