In my opinion, Webnauts and Fathom have it down.
Create descriptive metadata inside the document using what I'm assuming to be Acrobat Professional. Acrobat has a form field for this. Link to this document with descriptive text and keep it relevant because Google assigns whatever linking text you are using to that PDF document.