The core of autonomous robotic navigation is the SLAM technology, allowing robots to build 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 varied settings, featuring advanced algorithms for real-time processing and obstacle avoidance, designed for use in both industrial and consumer robots.