hip pain during sleep

Hi ladies, not sure if anyone else is having this issue. I love sleeping on my left side, but after a little while, I'm having pain in my hip so I have to flip over to the right side. I flip back and forth all night. I try using a wedge shaped pillow under my hip... any suggestions?