Shittu has been linked with several clubs recently, including Trabzonspor and several German clubs.
Shittu has fallen down the pecking order at the Reebok Stadium and would be keen on a move away from the club.
Rangers are looking to strengthen his team before the January transfer window closes on Monday and could make a move for the former Watford defender.