A computer device, associated with a base station, may include a memory storing instructions and processor configured to execute the instructions to determine at least one of a channel quality variation or beam switching request frequency for a user equipment (UE) device communicating with the base station via wireless signals and determine a speed and direction of movement of the UE device based on the determined at least one of the channel quality variation or beam switching request frequency. The processor may be further configured to select an antenna beam pattern for the UE device based on the determined speed and direction of movement of the UE device and adjust an antenna beam associated with the UE device based on the selected antenna beam pattern.