Why AI-Driven Cognitive Systems Are Redefining Radar and Electronic Warfare

Cognitive RF systems use AI and machine learning to counter mode-agile emitters that evade traditional static threat libraries. The architecture includes RF acquisition, AI-driven analysis, waveform synthesis, and RF generation. Closed-loop testbeds with hardware-in-the-loop and system-in-the-loop testing iteratively develop and validate the AI/ML algorithms.