Essentially, dependent prepositions exist because they are attached to the word that comes before them. Or, very simply, when you use certain words in English, you HAVE TO follow them with a specific preposition.
Why? I have no idea! There is no logic to this!
You just have to learn that some English words are always followed by a particular preposition and without them, the sentence is not complete.