The Daily Mirror claims the Premier League side are keeping tabs on the 19-year-old Icelandic midfielder.
Gunnarsson impressed Rovers with a great goal in the FA Cup clash at Ewood Park, between the two clubs.
The Iceland international joined Coventry from Dutch side AZ last summer.