The 31-year-old has long been linked with a move away from the Potters.
Sunderland and Blackburn has also been reported to be interested in the striker.
Fulham boss Roy Hodgson is keen to add to his attacking options further, despite completing the loan signing of Roma forward Stefano Okaka on Monday.
