Keeping a dream journal messed my head up so bad. I couldn't distinguish if my memories were from a realistic dream or if it happened in real life. So I dropped it all together.
One thing you didn't mention is setting an alarm at where your sleep is light. Getting up for a glass of water and back to sleep. Your brain is in an optimal "half-awake" state for lucid dreams.
Slice and dice