Sorted! Used my old laptop running the older version of the AirPort Utility. Couldn't have been easier - chose to turn off wifi and connect using an ethernet cable (airplay still works via wifi of course).
The new software seems to have removed this feature???
Question is, will it improve my experience using AirPlay? Will I get less drop outs?
Watch this space...