J.P.
Hi Angela-
It sounds like your baby would benefit from swaddling. A lot of babies sleep much better when they are swaddled. (I know mine sure did.... it made such a difference!) You said you tried to nurse and he's not hungry .... so it is probably just a fact that he wants to get back to sleep and can't. The swaddling will keep him from kicking all around. Therefore, he won't be kicking and squirming, so he won't wake himself up. Now a days, there are swaddling blankets at stores. 9 years ago, we just used a large receiving blanket and wrapped my twins up like little burritos! (Sometimes the blankets would get undone in the middle of night and the crying would start again until we'd go wrap them up again.) Look online or ask your doctor how to swaddle if you're unsure. Or go buy a swaddling blanket made for this and I'm sure the price is reasonable. I'm pretty sure the constant waking should diminish with the swaddling.
Enjoy your little one.