An information handling system includes a wireless adapter for communicating with a wireless link and a storage device for storing a spatial-temporal user profile comprising wireless device usage trend data for a location where the information handling system is operating. The information handling system further includes positional detector and an application processor that determines a trajectory estimation during a future time interval. The application processor correlates the wireless device usage trend date for a location in or near the trajectory estimation.