An information handling system comprising a wireless adapter for communicating via a wireless link and a storage device for storing a spatial-temporal user profile comprising wireless service usage trend data for a location where the information handling system is operating. The storage device further stores radiofrequency wireless traffic reports indicating signal quality for a plurality of wireless links available at the location and an application processor executes code of a context aware radiofrequency resource management system in determining link ratings for the plurality of wireless links available at the location based on the wireless service usage trend data for the information handling system and signal quality for the available wireless protocols for anticipated wireless service usage.