I can realy recommend the body pillow. I have been using one for a while now as i sleep on my side but as my belly started to grow i was starting to roll onto my arm and belly which would mean i would wake up sore. I also agree with Beckibee about sleeping on your left side - its can be a little more confortable for you as well
good luck!