The 29-year-old is a free agent after having left Werder Bremen after five years at the club.
The Daily Mail reports that Rosenberg could be the first signing for Laudrup.
Laudrup has reportedly been given £15million for new players this summer.
Southampton and Reading are also reportedly interested in Rosenberg.
