In order to examine secure ways to perform autonomous satellite servicing applications, this paper provides an approach for close-range motion estimation for rendezvous and docking scenarios. A stereo-camera based method is presented, which generates estimates of the unperturbed motion performed by a completely uncooperative target. No a-priori knowledge about the target has to be provided to accomplish the motion estimation task. A state of the art simulation system is utilized. It provides rigid body dynamics as well as realistic lighting conditions and noise models for the sensor simulation and thus enables the setup of virtual testbeds. Two different satellite models were used to verify the functionality and accuracy of the approach described in this paper. Two KUKA LWRs were used to actuate a model of a Galileo satellite and a stereo-camera rig. This way the method was verified in a physical environment, as well.
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