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ISSN: 0040-2508 Print
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DOI: 10.1615/TelecomRadEng.v68.i1
Pages: 91
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DOI: 10.1615/TelecomRadEng.v68.i1.40
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Article price - $35.00 |
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The Analytical Model of Technical Diagnosis of Telecommunication Network Devices with Preliminary Clustering of the Attribute Space
Ivan S. Zakharov
Kursk State Technical University 94, 50-let Oktyabrya Street, Kursk, 305040
Yu. N. Belikov
The Academy of Federal Security Guard Service of the Russian Federation, Orel, Russia
A. N. Zbinyakov
The Academy of Federal Security Guard Service of the Russian Federation, Orel, Russia
I. Yu. Lysanov
The Academy of Federal Security Guard Service of the Russian Federation, Orel, Russia
R. N. Shulgin
The Academy of Federal Security Guard Service of the Russian Federation, Orel, Russia
ABSTRACT
The quality of identification of the technical state of telecommunication network devices substantially depends on the applied control and diagnosis methods. This article analyzes an approach to the building of spatially distributed system of technical control and diagnosis, based on means of artificial Kohonen neuron networks with preliminary clustering of the attribute space and principles of self-organization and recognition of image-states.
pages 65-76
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