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Explore RF Spectral Convergence implementation using GNURadio and Ettus USRPs in this conference talk from GNU Radio Conference 2021. Dive into the challenges of implementing joint radar-communications systems in hardware due to computational complexity and algorithmic nuances. Learn about the successful implementation of an RF convergence system, including GNURadio design, custom blocks, and over-the-air experimental results. Gain insights into the validation process of the algorithm's functionality and discover how this implementation serves as a powerful research tool for conducting RF convergence experiments. Presented by experts Yukang Fu, Jacob Holtom, Alex R. Chiriyath, and Dan W. Bliss, this talk offers valuable knowledge for those interested in telecommunications and advanced radio frequency applications.