This is about as simple as it gets, and cheap. Can be set to turn off after 1 minute with no human detection.
If the rating on that PS is correct (and sometimes they're not) you should be fine. The Grave Digger I built last year runs on a 5V 3A supply perfectly. If the amperage is insufficient it just won't run, it won't hurt the motor.