The technology known as Simultaneous Localization and Mapping (SLAM) is crucial to improving how machines see and engage with their surroundings. The accuracy of spatial knowledge becomes not only important but also necessary as robotics continues to be incorporated into daily life. This necessitates a more thorough investigation of the SLAM patent