Sleep on your stomach with a pillow under your abdomen.
This is generally considered one of the worst sleeping postures, but may be beneficial for those who struggle to sleep in any other position.
Place a pillow under your pelvis and lower abdomen to relieve some of the pressure from your back.
Use a flat pillow for your head or you may also choose not to use one.