Yes.  Staying asleep when you realize you're having a lucid dream is hard for most people, including me.  We get excited when we realize we're having a lucid dream which makes us wake up.  lol.  There are several very simple little tricks to improve ones chances of staying asleep though, and, like anything else, we get better at it the more we work on it.