Get a humidifier to keep the humidity up in your room while you sleep. Keep a glass or pitcher of water and a glass next to your bed so when you wake up with dry mouth you can get a drink periodically through the night.
If you take medicines check on the labels as some medicines you take can cause you to have dry mouth constantly.