"The team then reports back to the base _____ their satellite phones."

Explanation: The preposition "with" is used to indicate the instrument or tool used to perform an action. In this sentence, satellite phones are the means by which the team communicates with the base. Therefore, "The team then reports back to the base with their satellite phones" is the most appropriate choice among the given options.