Roombas before the seventh-generation models do not map out the rooms they are cleaning. Instead, iRobot developed a technology called iAdapt Responsive Cleaning Technology.[9] This relies on a few simple algorithms, such as spiraling, room crossing, wall following, and random walk angle changing after bumping into an object or wall. This design is based on MIT researcher and iRobot CTO Rodney Brooks's philosophy that robots should be like insects, equipped with simple control mechanisms tuned to their environments. The result is that although Roombas are effective at cleaning rooms, they take several times longer to do the job than a human would. The Roomba may cover some areas many times, other areas only once or twice, and may miss some areas. However, the random algorithm has been shown to effectively cover rooms of various sizes and configurations, particularly when used repeatedly for maintenance cleaning. (Some users have used long-exposure photography or compositing to create images showing Roombas' coverage of the floor,[10] and have even attached light sources to Roombas to create art using light painting.[11][12] Some have also noted that doubts about the effectiveness of the random algorithms have been assuaged by multiple reports of Roombas rolling over dog feces and spreading it through the room, which rather unpleasantly illustrate how well the Roomba can cover the floor's area.[13][14]) Roombas have become a common example of how randomized algorithms can probabilistically succeed even though they cannot absolutely guarantee success on any single run or even after many repeated runs. Compared to competing products available when Roombas were first introduced such as the Electrolux Trilobite, the effectiveness of Roombas' random navigation was on par with (or even more effective than) robotic mapping technology available at the time, and being cheaper to develop and produce, could be offered at a significantly lower price.[15]
An original roomba model robotic vacuum is in the collection of the National Museum of American History, which they note as the first successful domestic robot.[29] The robot vacuum is described as being able to change direction when it encounters an obstacle or infrared beam, and is powered by a battery.[29]
Which Roomba Should I Buy 2017