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Information × Registration Number 0219U001645, 0117U002528 , R & D reports Title The development of new information technologies of integrated radio-emitting object recognition methods of statistical radio engineering and artificial intelligence popup.stage_title Head Bezruk Valeriy, Доктор технічних наук Registration Date 14-02-2019 Organization Kharkov national university of radioelectronics popup.description2 Object of research and development: systems and means of observation, communication and management of objects of various bases and system and devices of radio frequency monitoring (RFM) and electronic warfare (EW) of Ukraine. The goal is the increasing the efficiency of radio object recognition due to the complexity of recognition results by several different types of algorithms and the results of recognition of radar reconnaissance, communication and management methods of statistical processing and artificial intelligence . Research methods - information analytical review, system analysis, database development methods and software algorithmic support on the basis of modern information technologies. The algorithm of the complex recognition of the aircraft is developed, which implements the procedure for the separate recognition of on-board radar and radio communication and data transmission (SC DT) by the structure and parameters of their radio emissions and subsequent recognition of the class of aircraft (AC) by recognized types of on-board radars and classes of emission of the SC DT. The structure and composition of the simulation-mathematical model for determining the optimal composition of the dictionary of the signs, the order of complexation of recognition algorithms and evaluation of their effectiveness are developed. This model provides an assessment of the efficiency of the recognition of classes (types) of on-board radars and emission classes of on-board systems, as well as the comprehensive recognition of AC classes by parameters of emitted signals using various algorithms by the statistical test method. Product Description popup.authors Іваненко Станіслав Андрійович Астраханцев Андрій Анатолійович Баранік Володимир Вікторович Загайнов Валерій Іванович Задонський Олександр Ілліч Калюжний Микола Михайлович Ковшар Валентин Олександрович Колісник Вікторія Іванівна Коржуков Костянтин Миколайович Кочкін Михайло Іванович Ляховець Віталій олександрович Ніколаєв Іван Михайлович Омельченко Анатолій Васильович Прохоров Валерій Павлович Прохоров Олександр Валерійович Сирцов Сергій Леонідович Скорик Юлія Валеріївна Хряпкін Олександр Володимирович popup.nrat_date 2020-04-02 Close