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Telecommunications and Radio Engineering

ISSN Print: 0040-2508
ISSN Online: 1943-6009

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Telecommunications and Radio Engineering

DOI: 10.1615/TelecomRadEng.v68.i1.40
pages 65-76

The Analytical Model of Technical Diagnosis of Telecommunication Network Devices with Preliminary Clustering of the Attribute Space

Yu. N. Belikov
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

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.