Efficiency Evaluation for Radar Signal Processing on the Basis of Spectral-Semantic Model

Shubin, Igor; Solonska, Svitlana; Snisar, Stanislav; Zhyrnov, Volodymyr; Slavhorodskyi, Vlad; Skovorodnikova, Victoria

doi:10.1109/tcset49122.2020.235416

Cited by 1 publication

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“…Верификация и оценка эффективности разработанного метода [11,12] проведены на основе реальных данных, полученных на обзорной РЛС сантиметрового диапазона (длительность импульса 1 мкс, частота зондирования 365 Гц, период обзора 10 с). На основе этих данных смоделированы типы характерных пачек радиолокационных сигналов.…”

Section: метод семантического анализа амплитудных флуктуаций радиолокационной пачки на основе предикатной модели процессных знаний о симвunclassified

Semantic analysis of fluctuations of a radar pack for identification of air objects

Zhyrnov¹,

Solonska²

2020

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A method for semantic analysis of amplitude fluctuations of the radar pack to identify air objects in surveillance radars has been developed and implemented in software. This method is based on the determination of semantic components at the stage of formation and analysis of the symbolic model of a burst of impulse signals from mobile aircraft. Signal information is described by the predicate function of the process knowledge of the formation and analysis of the symbolic model of a burst of impulse signals from mobile aircraft such as an airplane, helicopter, UAV, and from atmospheric inhomogeneities of the angel-echo type. As a result of semantic analysis of the amplitude fluctuations, classification distinguishing attributes of fluctuations from interfering reflections and air objects are obtained. The semantic components of the decision-making algorithm, which are similar to decision-making algorithms by the operator, are investigated. In the developed algorithm, the signal information is described by a predicate function on the set of amplitudes of burst pulses exceeding a certain threshold value. Identification of the types of fluctuations is carried out by solving the developed equations of predicate operations. Based on these equations, a functional diagram of automatic determination of the fluctuation types is synthesized. The verification of the developed method was carried out on real data obtained on a survey centimeter-band radar (pulse duration 1 μs, sounding frequency 365 Hz, survey period 10 s). Based on these data, types of characteristic packs of radar signals are simulated. According to the results of the experiments, they were all correctly identified.

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Semantic analysis of fluctuations of a radar pack for identification of air objects

Zhyrnov¹,

Solonska²

2020

View full text Add to dashboard Cite

show abstract

Efficiency Evaluation for Radar Signal Processing on the Basis of Spectral-Semantic Model

Cited by 1 publication

References 4 publications

Semantic analysis of fluctuations of a radar pack for identification of air objects

Semantic analysis of fluctuations of a radar pack for identification of air objects

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