The core of autonomous robotic navigation is the SLAM technology, permitting robots to build and refresh a map of an unknown environment while simultaneously maintaining their position of their location within it. This patent describes an cutting-edge SLAM system that enhances accuracy and efficiency in changing settings, featuring advanced algorithms for real-time processing and obstacle avoidance, specifically made for use in both industrial and consumer robots.