Clarence De Silva

Efficient Mobile Robot Exploration with Gaussian Markov Random Fields in 3D Environments

In this paper, we study the problem of autonomous exploration in unknown indoor environments using mobile robot. We use mutual information (MI) to evaluate the information the robot would get at a certain location. In order to get the most informative sensing location, we first propose a sampling me…