An SUOC radio employs: (1) Spectrum sensing and parameter estimation methods to characterize potential FUOCs; (2) A rate pair prediction tool to guide it's choice of FUOC to target along with the appropriate rate pair (SUOC and FUOC achievable rates); (3) Machine learning methods to automatically and on the fly advantage experience/history; (4) A decision maker with multiple possible procedures that govern steps of interaction; (5) Multiuser detection receiver to deal with the interference once information-bearing transmission has commenced by the SUOC radios. (6) a radio capable of full transmit-processing chain to accomplish modulation and full receive-processing chain to accomplish demodulation, as well as other radio functions necessary for successful wireless communications such as medium access control, networking and other functions.