This work offers an overview of the effective communication techniques for space exploration ground, aerial, and underwater vehicles. We not only comprehensively summarize trajectory planning, exploration, optimization, other challenges encountered but also present possible directions future work. Because a detailed study like this is uncommon in literature, attempt has been made to fill gap re...