To suit the issue of network adaptation for collaborative application in drone swarm, an intelligent control strategyfor cluster networks has been designed. The strategy enhances the utilization of network resources and improvesthe service efficiencyof the cluster networks for changing task, supporting the expansion of network collaborative applications to more scenarios.