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The concept of CogRF, a novel tunable radio frequency (RF) frontend that usesartificial intelligence (AI) to meet mission requirements for beyond 5G and 6Gsystems, is introduced. CogRF utilizes AI as the core to control and operate RFsystem components with the objective of optimizing the overall systemperformance. An overview of the vital elements that make up CogRF as well asthe overall hierarchy of the envisioned CogRF system is provided, and potentialRF components and control parameters are discussed. AI-powered flexible RFfront ends, provide new opportunities to identify to enhance security, speed upoptimization of device configurations, further refine radio design, improveexisting spectrum sharing operations, and develop device health analytics. Topresearch challenges for CogRF systems have also been described and potentialresearch directions are provided.

CogRF: A New Frontier for Machine Learning and Artificial Intelligence for 6G RF Systems