Kindle makes this easier. I read lying in bed, on my side, same as if I was sleeping, and prop the kindle against a second pillow.

This doesn't work with a paper book as you would have to flip between sides and keep holding it open.

The only thing I would like to improve is to have some small remote to flip pages, so my hands could be in more comfortable position and not have to touch the kindle.