Computational models of cognitive monitoring sysytems

Vodyakho A.I.1, Zhukova N.A.2, Klimov N.V.3, Lukovenkova O.O.4, Osipov V.Yu.2, Tristanov A.B.5
  1. Saint-Petersburg Electrotechnical University ETU "LETI"
  2. St. Petersburg Institute for Informatics and Automation
  3. St. Petersburg National Research University of Information Technologies, Mechanics and Optics
  4. Institute of Cosmophysical Research and Radio Wave Propagation FEB RAS
  5. Kaliningrad State Technical University

The paper considers an approach to the synthesis of models of cognitive monitoring systems. Cognitive monitoring systems are a special class of intelligent systems that allows you to effectively solve the problems of observation due to the dynamic changes in the external environment models and the systems themselves. The proposed approach develops the existing theoretical and methodological framework of cognitive monitoring from the standpoint of the implementation of such systems. The analysis of the current state of the problem under study has been carried out; the shortcomings of the existing approaches have been shown. Analysis of the state of modern systems has showed that the general approach to the construction of cognitive systems has not yet been formed, and the existing olutions are poorly applicable to the construction of cognitive monitoring systems. The paper formulates the task of synthesizing a computation model that allows for the efficient use of resources in solving the problem of cognitive monitoring. A method for the synthesis of a computational model has been proposed.
 

Vodyakho A.I., Zhukova N.A., Klimov N.V., Lukovenkova O.O., Osipov V.Yu., Tristanov A.B. Computational models of cognitive monitoring systems // Marine Intellectual Technologies. 2018. Vol. 3. № 4(42). P. 147-153