Roomba is probably one of the better known automatic vacuums on the market. It certainly has been around the longest as it goes back to about 2002. They've evolved over several generations and now represent some of the most effective units on the market.
The unit I chose was the iRobot Roomba 770 Vacuum Cleaning Robot for Pets and Allergies