SYSTEM FOR OPERATIONAL IDENTIFICATION OF MARINE TARGETS BY THEIR INFORMATION FIELDS BASED ON NEURO-FUZZY MODELS

摘要

FIELD: hydroacoustics. ;SUBSTANCE: invention relates to hydroacoustics and can be used to build intelligent automated classification systems for marine targets detected by signs of amplitude-phase modulation of low-frequency signals of pumping the marine environment by radiation and fields of objects. The expected result of the invention includes the automation of the process of recognizing classes of marine targets (surface or underwater object) detected by the signs of amplitude-phase modulation of low-frequency signals of pumping the marine environment with radiation and fields of objects, a comprehensive reduction in the dimension of data with automatic adjustment of the rule base due to the formation and reduction of the retrieval of reference samples of mathematical models of marine targets, carried out using the adaptive neuro-fuzzy correction path, necessary for the implementation of the final classification process in the neural network recognition and classification path, which provides an increase in the probability of correct classification of a marine target (surface or underwater object) by 7-9%. ;EFFECT: automation of the process of recognizing classes of marine targets. ;1 cl, 8 dwg