The core of autonomous robotic navigation is the SLAM technology, allowing robots to generate and refresh a map of an unknown environment while concurrently maintaining their position of their location within it. This patent outlines an advanced SLAM system that improves accuracy and efficiency in dynamic settings, featuring advanced algorithms for real-time processing and obstacle avoidance, tailored for use in both industrial and consumer robots.