Fulham are expected to let the striker leave for a fee of around £750,000.
Rovers need a new striker after allowing Jon Stead to join Sunderland for £1.8m.
Rovers have also just withdrawn their bid for Porto striker Benni McCarthy, so a Cole return north looks on the cards.