Adaptive radio is a research field and technological approach focused on wireless communication systems capable of dynamically altering their operational parameters in response to changing environmental conditions, network demands, or regulatory requirements. It investigates methodologies for real-time sensing, learning, and adaptation of transmission and reception characteristics, such as frequency, modulation, power, and waveform, aiming to optimize performance, enhance spectral efficiency, and improve resilience in complex and dynamic radio environments.