What can I do to help avoid laxity while meditating lying down?

My upper back muscles are not strong enough yet to support seated meditation, so I use supine/savanana posture sometimes. My mind falls into short dream states, like hypnagogia, very easily in this posture, however. Any tips for overcoming this laxity while doing supine meditation? I am only doing samatha meditation these days.