The problem of developing the architecture of modern cognitive radar system

Kosovets, M. A.; Tovstenko, L.

doi:10.15407/pp2022.01.075

Cited by 1 publication

(1 citation statement)

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“…This difference from similar radars lies in the regulation of qualitative characteristics not autonomously, due to feedback, but by the regulation of the cognitive abilities of the radar by the neural network [11,12]. This article will introduce the construction of the radar, the characteristics of the reflected signals, the impact on them of interference and external and internal noise.…”

Section: Fig 1 Microwave Board Block Diagrammentioning

confidence: 99%

Neural Network Component of Modern Information System on Mobile Platforms: LPI Cognitive Radar System

Kosovets¹,

Tovstenko

2023

Cybernetics and Computer Technologies

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The problem of building modern systems for collecting, processing and presenting information for moving platforms, characterized by the presence of a neural network with deep learning, sensors with preprocessing, systems processing and presenting information, is considered. In modern systems the physics of the processes does not change, and accordingly, the algorithm for extracting signals from under the noise doesn't change either but is supplemented by a neural network that learns in the process of processing information to perform an applied task. Implementation example shown the introduction of artificial intelligence technology for the design a cognitive radar on a moving platform facilitates the transition from adaptive systems to cognitive ones. Keywords: artificial Intellect, deep learning, neural network, cognitive radar, multiprocessor, Frequency modulation continuous wave, Radar Cross-Section, Solid State Transmitter.

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Section: Fig 1 Microwave Board Block Diagrammentioning

confidence: 99%