Sleeping on your back

I know we aren't supposed to be sleeping on our backs. I was doing really really good about this. Until my hips started hurting during the night and pillows just seemed not to help. Now I'm waking up in the middle of the night on my back with my hand above my head. I feel awful for doing this but it's something I'm not aware of doing since I'm sleeping. Anyone else doing this?