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