All the vacuums are compact so they can fit under most furniture and circular in shape which makes it easy to turn.
When the first generation of robot vacuum cleaners came on the market there were quite basic and some needed the size of the room to be programmed into them. They would frequently get ‘stuck’ around the house and needed a person to manually charge the battery up when it was flat.
Roomba

When the cleaning button is pressed on this robot the first thing it does is to check how big the room is using an inferred sensor to time how long the wave takes to bounce back. Once the robot has a rough estimate it starts to progress around the room.
It has two infrared sensors on the underside so the robot can avoid ‘cliffs’, for example stairs. The sensor senses when the infrared signal suddenly disappears this means that the robot is close to a ledge and so it reverses to avoid falling.
When the robot hits an object the bumper retracts which activates a mechanical sensor, the processor then chooses a random direction to go in to avoid the obstacle.
This robot can also find its charging docking station by ‘looking’ for the infrared signal given off by the docking station which it then follows and docks itself into the charger.
The main problem with this type of robot is that its pattern seems quite random and it is possible it doesn’t clean all of the room. It does not keep a record of where it has been and where it still needs to go.
Samsung

Conclusion
Even tho both these robots can make many desisions for themselves they still rely on the need for human input . They need to be told either by pressing a button or setting a timer, when to clean. And neither machine can fully understand where it has been and the Roomba sometimes gets stuck and need a person to help it out of trouble. These robots are not completely autonomous and no robot truly is, all robots need human input to either calibrate, start or switch off the machines.
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