SLAM technology is crucial, permitting robots to construct and update a map of an unknown environment while simultaneously keeping track of their location within it. This patent details an advanced SLAM system that improves accuracy and efficiency in changing settings, including advanced algorithms for real-time processing and obstacle avoidance, designed for use in both industrial and consumer robots.