64.8SPMar 21
Agentic Physical-AI for Self-Aware RF SystemsLinuka Ratnayake, Danidu Dabare, Sanuja Rupasinghe et al.
Intelligent control of RF transceivers adapting to dynamic operational conditions is essential in the modern and future communication systems. We propose a multi-agent neurosymbolic AI system, where AI agents are assigned for circuit components. Agents have an internal model and a corresponding control algorithm as its constituents. Modeling of the IF amplifier shows promising results, where the same approach can be extended to all the components, thus creating a fully intelligent RF system.