Application of the Kullback-Leibler measure for estimating the instants of a change in the statistical properties of a binary markovian process
The problem of determining the instants of an abrupt change in the statistical characteristics of a discrete-time binary Markovian process is considered. The problem solution method based on the Kullback-Leibler measure applied to estimation of the joint-probability distribution for different signal...
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| Veröffentlicht in: | Journal of communications technology & electronics 2007-12, Vol.52 (12), p.1350-1354 |
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| container_end_page | 1354 |
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| container_issue | 12 |
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| container_title | Journal of communications technology & electronics |
| container_volume | 52 |
| creator | Kon'kov, E A Morozov, O A Soldatov, E A Fidel'man, V R |
| description | The problem of determining the instants of an abrupt change in the statistical characteristics of a discrete-time binary Markovian process is considered. The problem solution method based on the Kullback-Leibler measure applied to estimation of the joint-probability distribution for different signal segments is proposed. It is shown that the use of the joint-probability distribution allows construction of a computationally efficient estimation algorithm.[PUBLICATION ABSTRACT] |
| doi_str_mv | 10.1134/S1064226907120078 |
| format | Article |
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| ispartof | Journal of communications technology & electronics, 2007-12, Vol.52 (12), p.1350-1354 |
| issn | 1064-2269 1555-6557 |
| language | eng |
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| source | SpringerLink Journals - AutoHoldings |
| subjects | Algorithms Computational efficiency Construction Electronics Estimating Mathematical models Probability distribution Segments Studies |
| title | Application of the Kullback-Leibler measure for estimating the instants of a change in the statistical properties of a binary markovian process |
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