Sleep troubles

I am a back sleeper, and 21 weeks pregnant. I am having trouble getting comfortable except in my recliner. In bed, I always end up on my back and it wakes me up. I've tried packing pillows around me, but that just makes me hot and miserable. Any other ideas? I got a long way to go for not being able to get comfy in bed!