According to
http://www.traveline.info/ there is a 501 bus route from Norwich bus station to the airport!
From Bus Station (Stand J), Surrey Street, Norwich City Centre, take 501 bus to Amsterdam Way O/S Passenger Terminal, Norwich International Airport
21 minutes. Depart 09:15, Arrive 09:36