You should be able to restart it by holding down the power button for15-20 seconds. That's longer than it sounds, so be patient. It's a much safer option than pulling the power cable.
Also, you should experience far fewer crashes since the NMS 1.04 update. I've been playing the game since release, and before the update I was experiencing repeated crashes. Since the update, it hasn't crashed once.