That half-asleep state has a name. It is the Theta brainwave state. This is an altered-consciousness state very much akin to hypnosis or deep meditation. Visualize while you are in this stage of sleep onset and you will fall asleep. NREM lucid dreaming can occur almost immediately if you have done your RC's and such.