Simultaneous Localization and Mapping (SLAM) technology is pivotal, permitting robots to generate and refresh a map of an unknown environment while simultaneously maintaining their position of their location within it. This patent outlines an innovative SLAM system that enhances accuracy and efficiency in changing settings, featuring advanced algorithms for real-time processing and obstacle avoidance, tailored for use in both industrial and consumer robots.