Lucid dream IS being able to be somewhat in control of your dreams. They are very vivid and you usually can remember every detail. It's basically having your mind awake in a dream.
I never had a lucid dreaming.
I have had nightmares where I realized I was dreaming though, and I would purposely hit my self on the head so I could try and wake up. It usually worked after a couple minutes of trying.