It has happened for the second time now. I was dreaming and all of a sudden I got an idea "hey I'm actualy in a dream, I'm dreaming". And then instead of becoming lucid in my dream I just woke up 
Is there anything I can do to not wake up?

Is there anything I can do to not wake up?