Yes you can go with one suv, AS LONG YOU KNOW where you're going (gps) but not recommended for first timer.

Overnight, you need to camp close to other campers, for security reasons.

You still need to cross small dunes, you need 4x4 for that.

I am planning to go there on Thursday afternoon for overnight fishing, we can convoy if you like...