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A Feature and Pose Constrained Extended Kalman Filter (FPC-EKF) is developed for highly dynamic computationally constrained micro aerial vehicles. Vehicle localization is achieved using only a low performance inertial measurement unit and a single camera. The FPC-EKF framework augments the vehicle's state with both previous vehicle poses and critical environmental features, including vertical edges...
This paper addresses the problem of AUV navigation by showing the feasibility of a stereo visual-inertial approach to odometry retrieval for an AUV. This information is intended as input for a complete SLAM system. After its classification among many other similar approaches in recent work is shown, the algorithm is described in detail. A number of experiments conducted on synthetic data show the...
Conclusion from previous I-AUV projects and separate research in navigation and docking were consolidated to form a guideline for autonomous underwater docking. The example of docking on intervention panel was chosen to show how the standard can be expanded to improve on the key factors: navigational precision, reliability and mechanics. Particular results are shown for localization techniques to...
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