How do .pdf maps work with the iPhone's GPS.  Is your position shown on the map?  If it's just a replacement for a paper map, I'll go with paper.     
I don't know any way to have an iPhone project a GPS location onto a document like a PDF.
There are apps that can download map files and render a GPS location onto a moving map display, but they don't use PDF.