I used to try praying the rosary in bed, too.
Always made me fall asleep. I used to feel guilty but then I realized, you pray the rosary for peace, so of course it makes you so peaceful you sleep! I've heard people say that if you fall asleep praying it, Mary finishes it for you. I like that. Who could pray better than the Mother of Jesus?