This is what I used to do.

Reading any of my favorite books while listening to good soothing light music, preferably instrumental or soft rock, anything that would make me relax and after a while when my eyes felt tired and the hypnotic effect of the music relaxed me, I would doze off, switching off the lights had become a habit. Try this relaxation technique it really works.