My mom and I both suffer from the same thing. It is truly scary and feels SO real.
I've woken up many times laying on my back and can't move my head to see what's happening. Not a good feeling.

I find I have them more often when I worried, upset or having some sort of problem.
I really don't really have any idea on how to "fix" it but I hope you quit having them.