Adaptive Observation Covariance for EKF-SLAM in Indoor Environments using Laser Data


In this paper we describe an approach to concurrently localize a robot and to build a feature based map using laser sensor. Stochastic simultaneous localization and mapping (SLAM) is performed by storing the robot pose and map landmarks in a single state vector, and estimating this state vector via a recursive process of prediction and updating. In our case… (More)

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