A first information handling system functioning as a smart vehicle gateway comprising a wireless adapter to communicate with a wireless link, wherein at least one wireless link is a multi-hop wireless link to a tethered second information handling system, a storage device to store a spatial-temporal user profile comprising wireless device usage trend data for a plurality of locations where the smart vehicle gateway has operated, a positional detector to detect a location of the smart vehicle gateway, where the application processor determines an available peer-to-peer wireless protocol link operating at the tethered second information handling system to establish a multi-hop wireless link and the application processor determines a list of optimal available wireless protocols at the location based on a mobile wireless traffic report with a spatial-temporal radio frequency profile indicating signal quality for a plurality of wireless links and based the wireless device usage trend data of the smart vehicle gateway for the location. The application processor further determines whether the multi-hop wireless link is included in the list of optimal available wireless protocols at the location based on a link rating for an available wireless protocol operating at an anchor mobile gateway device in the multi-hop wireless link having an upstream wireless link to a WWAN wireless network, and the wireless adapter establishes a selected optimal wireless link.
