I have had that same problem only it was with a unit at the top of a basement stairway and it triggered at 2:30 am therereabouts every time.. Changing brands didn't help, changing units around didnt either.. I still do not know what the problem was, it has seemed to rectify itself!
Ghosts maybe? LOL
A.D
