The core of autonomous robotic navigation is the SLAM technology, permitting robots to build and update a map of an unknown environment while simultaneously keeping track of their location within it. This patent outlines an advanced SLAM system that improves 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.