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

Traditional radar and electronic warfare systems struggle against mode-agile threats using unpredictable frequencies and modulations. Cognitive AI/ML architectures enable adaptive, autonomous countermeasures by classifying threats and generating responses in real time. Training these systems involves hardware-in-the-loop and system-in-the-loop methods with real and simulated signals to refine AI algorithms.