A monopole antenna is half a dipole, with the ground plane acting as the other half. If you miss off the ground plane then the effectiveness (and the efficiency) of the antenna will be very poor. It may therefore be too insensitive and mismatched to be of any use. By all means try it and see how bad it is, then report back.