Yes, I assume it probably does except maybe during periods of elevated alert. A large military airbase capable of being home base to bombers is like a small city, with thousands of civilian workers.

Anyway, the drones used mobile internet between the launch point outside the base and the pilots in Ukraine. The connection between the launch point and the drones was point-to-point drone control frequencies which does not use the mobile phone network.