An antenna pairing system includes a mobile communication platform (MCP) and a prediction system to determine geographic boundaries where particular pairs of antennas aboard the MCP and their respective data bearers should be activated or deactivated along a predicted course and heading for the MCP. The system manages network connectivity for the MCP in real-time and to alter antenna pairing in response to the determined geographical boundaries.