For anatomical reasons, the narrowing of the airways is often greatest when you sleep on your back. Sleeping on your side often helps reduce sleep apnea. Body pillows (such as the Sleep Noodle from CPAPology) allow for comfortable side-sleeping and to reduce the apneas that occur in the dorsal position.