Grown up as a military brat and married into a civilian family and found it hard to adapt?

I grew up in a military family and we moved every few years. I've been married four years now and am getting the "itch" to move or do something new. My husband doesn't understand at all. I just feel terrible for putting him through it when he doesn't understand. How do you cope? What should I do to adapt or be content?