In the last years. mobile robot localization has been developed significantly due to the need for accurate solutions to determine the position and orientation of the wheeled mobile robot (WMR) in a given environment. Many different sensors have been used to solve the problem. For instance. https://herbsdailyes.shop/product-category/alarms-pads-and-sensors/