I can only sleep on my side, but had terrible knee and back pain. I tried a pillow between my knees, but the big one woke me up when I tried to turn over, and I lost the small pillow when I turned over.
So, I developed Sleepy Kneez, an ultra comfortable knee pillow that stays put all night, and doesn't negatively impact the knee cap. Now, I sleep like a baby!