Goals from Tommy Rowe and Josh Martin earned Rovers their first win in seven games.
The victory reduced the gap to safety to five points with games against Bolton Wanderers, Shrewsbury Town, Burton Albion and Oxford United left to play.
Watch the highlights below.
