Wrong sleeping position.

Your couch is meant to be sat on, not slept on. To get comfortable on a couch, you're probably sleeping in a bad position. Most of us sleep on our sides, to do this, we need enough support from what we're sleeping on. This position is very hard to achieve properly on a couch.