Simultaneous Localization and Mapping (SLAM) technology is pivotal, permitting robots to construct and refresh a map of an unknown environment while concurrently maintaining their position of their location within it. This patent details an advanced SLAM system that enhances accuracy and efficiency in dynamic settings, including advanced algorithms for real-time processing and obstacle avoidance, designed for use in both industrial and consumer robots.