Maybe add a motion sensor to it?
I think the simplest way to do it would be to tie it in directly to your light switch. (Note that the light switch wouldn't be controlling power to the Android device, it would merely be a data signal determining whether the display should be on.)
If you have a window, tying it to the light switch would be ideal. Or you could simply add a small button next to the light switch.