Organizational Unit:
Institute for Robotics and Intelligent Machines (IRIM)

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    Applying domain knowledge to slam using virtual measurements
    (Georgia Institute of Technology, 2010-05) Trevor, Alexander J. B. ; Rogers, John G. ; Nieto-Granda, Carlos ; Christensen, Henrik I.
    Simultaneous Localization and Mapping (SLAM) aims to estimate the maximum likelihood map and robot pose based on a robot’s control and sensor measurements. In structured environments, such as human environments, we might have additional domain knowledge that could be applied to produce higher quality mapping results.We present a method for using virtual measurements, which are measurements between two features in our map. To demonstrate this, we present a system that uses such virtual measurements to relate visually detected points to walls detected with a laser scanner.