I sleep on a water bed (my wife's bed of choice) and never thought I could sleep on my back, but found it surprisingly easy. More times than not I get a full 6-7 hours of noogling in while sleeping.
Currently I just lay the pump in between the cover layers, but I have ordered the airlock kit...