The game will be the ref's first since he was suspended for failing to send off Blackburn Rovers' Barry Ferguson during a Premierh League game despite showing the Scottish midfielder two yellow cards.
"I'm itching to get back into it," D'Urso told the BBC. "Football refereeing is what I do and I miss it badly. Saturdays have been really difficult for me.
"I made an honest mistake and have put measures in place to make sure it does not happen again."
"I'm confident in my ability and I know I'm good enough to be out there."