A Multi-Hypothesis approach for Range-only SLAM with Aerial Robots
Felipe Ramón Fabresse
Broschiertes Buch

A Multi-Hypothesis approach for Range-only SLAM with Aerial Robots

3D Simultaneous Localization and Mapping

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Range-only SLAM (or RO-SLAM) is a problem that aims to create a map composed by a set of range-only sensors which position is initially unknown while at the same time it localizes the mobile robot with respect to that map using just range-only observations. The lack of bearing information using range-only sensors (sensors that only measure the distance between pairs of sensors) leads to a rank-deficiency of the observation model where bearing parameters are the hidden variables to be estimated. When increasing the dimensionality from 2D to 3D environments for aerial applications, the number of...