The company will supposedly officially unveil it at the CES 2013.
It has a round design which means that the vacuum won't be able to squeeze into corners to suck up dust and dirt, but this new vacuum cleaner is packed with two pop-out arms with spinning brushes that will sweep dust towards the vacuum's opening.
The company has not yet revealed any pricing or availability details yet.
We can expect more information to be released during the CES 2013 which is less than a week away.
The new cleaner appears to have Samsung's camera-equipped Visionary Mapping System, with a front-mounted lens.
According to Engadget, there's also a built-in LCD for programming and error code readouts.
It also has a handful of controls on the top and a standard removable dust bin in the rear.