Why are you using the "around" text wrapping option if you don't want the text to go around it? Sounds like you want to switch that to "none."

Is your caption above or below your table? If above it, find the Style for your table caption, and go into the paragraph settings, and choose "Keep with Next" which should tell it not to break between the caption and the table if close to the bottom of a page.