I have 2 suggestions based on the experience with my dogs.
1. I gave antidepressants
2. I got another dog for a companion.
I now have 4 dogs and they do fine, but I had to lose a couch before I arrived at this solution.
The crate training is a wonderful idea. My dh is opposed to crates so we have more dogs. Still works.