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

Abstract

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