You could try meditating. I have lucid dreams rather frequently, but when I meditate I get them more often. Training one's awareness to be at rest in the present moment in waking life will transfer over to the dream world. If you are at rest in the present moment you notice more, and if you notice more you have a better chance of noticing that you are asleep.