Sharp seems certain to depart Southampton this summer after spending the majority of last season on loan at Nottingham Forest.
A number of Championship sides have been credited with an interest in the 27-year-old but Rovers are ready to make a move.
It is thought Saints are holding out for around £1.2million but it remains to be seen as to whether he will be allowed to leave St Mary's for a cut-price fee.