Attached is a simple demo on one-step update of EM-SLAM algorithm. Note that the robot has only one observation at the begining, and then with an EM algorithm, the landmarks will converge to a certain configuration, but not exact position due to the prior guess of robot state has error. With a correct configuration generated, I can continue to work on recursive version of EM-SLAM.

Next Post Previous Post