The Cottagers were handed a place in the draw via the Fair Play League and the tie will represent a first competitive match in charge for new manager Martin Jol, appointed following Mark Hughes' resignation.
The ties will be played on 30th June and 7th July, the first leg set for west London although dates have yet to be officially confirmed