SLAM technology is crucial, permitting 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 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.