I recommend a smaller backpack that is made for sport activities. They are designed to stay out of the way with lots of movement... You will need one that has a water bladder and tube system. Trust me, it'll be your best friend by day two.

There are very good ones from different brands, but I like this Patagonia one for its look. It's quite Burning Man'esque isn't it? I love Patagonia.