RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS
For increase of reliability of radar-tracking objects classification it is offered to use sequential Bayesian recognition algorithm, providing minimisation risk of accepted decisions on an object class and about further supervision continuation. For the information sequential specification propose t...
| Main Authors: | , |
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| Format: | Article |
| Language: | Russian |
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Educational institution «Belarusian State University of Informatics and Radioelectronics»
2019-06-01
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| Series: | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| Subjects: | |
| Online Access: | https://doklady.bsuir.by/jour/article/view/627 |
| _version_ | 1797881085699293184 |
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| author | A. S. Khramiankou S. N. Yarmolik |
| author_facet | A. S. Khramiankou S. N. Yarmolik |
| author_sort | A. S. Khramiankou |
| collection | DOAJ |
| description | For increase of reliability of radar-tracking objects classification it is offered to use sequential Bayesian recognition algorithm, providing minimisation risk of accepted decisions on an object class and about further supervision continuation. For the information sequential specification propose to use a posteriori probability of solving statistics of the classification previous step as a priori information for a following step. Calculation results of radar-tracking objects recognition characteristics for three simulated classes to sequential algorithm and one-step Bayesian classification algorithm are produced. |
| first_indexed | 2024-04-10T03:14:34Z |
| format | Article |
| id | doaj.art-778c669f9b5040f0bd0eae022657371e |
| institution | Directory Open Access Journal |
| issn | 1729-7648 |
| language | Russian |
| last_indexed | 2024-04-10T03:14:34Z |
| publishDate | 2019-06-01 |
| publisher | Educational institution «Belarusian State University of Informatics and Radioelectronics» |
| record_format | Article |
| series | Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki |
| spelling | doaj.art-778c669f9b5040f0bd0eae022657371e2023-03-13T07:33:16ZrusEducational institution «Belarusian State University of Informatics and Radioelectronics»Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki1729-76482019-06-01023743626RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONSA. S. Khramiankou0S. N. Yarmolik1Военная академия Республики БеларусьВоенная академия Республики БеларусьFor increase of reliability of radar-tracking objects classification it is offered to use sequential Bayesian recognition algorithm, providing minimisation risk of accepted decisions on an object class and about further supervision continuation. For the information sequential specification propose to use a posteriori probability of solving statistics of the classification previous step as a priori information for a following step. Calculation results of radar-tracking objects recognition characteristics for three simulated classes to sequential algorithm and one-step Bayesian classification algorithm are produced.https://doklady.bsuir.by/jour/article/view/627sequential bayesian recognition algorithmminimisation riskinformation sequential specification |
| spellingShingle | A. S. Khramiankou S. N. Yarmolik RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS Doklady Belorusskogo gosudarstvennogo universiteta informatiki i radioèlektroniki sequential bayesian recognition algorithm minimisation risk information sequential specification |
| title | RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS |
| title_full | RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS |
| title_fullStr | RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS |
| title_full_unstemmed | RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS |
| title_short | RADAR-TRACKING OBJECTS SEQUENTIAL RECOGNITION ALGORITHM, PROVIDING MINIMIZATION AVERAGE RISK OF ACCEPTED DECISIONS |
| title_sort | radar tracking objects sequential recognition algorithm providing minimization average risk of accepted decisions |
| topic | sequential bayesian recognition algorithm minimisation risk information sequential specification |
| url | https://doklady.bsuir.by/jour/article/view/627 |
| work_keys_str_mv | AT askhramiankou radartrackingobjectssequentialrecognitionalgorithmprovidingminimizationaverageriskofaccepteddecisions AT snyarmolik radartrackingobjectssequentialrecognitionalgorithmprovidingminimizationaverageriskofaccepteddecisions |