Cognitive Radio is an intelligent wireless communication system that dynamically adjusts its operation based on the surrounding radio frequency environment to optimize spectrum usage. It uses advanced technologies like machine learning and signal processing to detect unused channels and switch frequencies seamlessly, thereby improving network efficiency and reducing interference.