Cognitive radio systems are advanced communication technologies that can intelligently detect and adapt to varying radio frequency environments, enabling more efficient use of the available spectrum. These systems have the capability to sense their surroundings, learn from past experiences, and make real-time decisions about how to optimize communication without causing interference. This adaptability is crucial in managing spectrum resources, particularly in environments with high demand or limited availability.