The authors discuss a novel autonomous system which integrates onboard deliberation with execution and probabilistic state estimation for an adaptive autonomous underwater vehicle for deep sea exploration. The work is motivated by the need to have AUVs be goal-directed, perceptive, adaptive and robust in the context of dynamic and uncertain conditions. The challenges leading to deployment required dealing with modeling uncertainty and integrating control loops at different levels of abstraction and response for a dynamic environment. The system is general-purpose and adaptable to other ocean going and terrestrial platforms.
Preliminary results for model-based adaptive control of an autonomous underwater vehicle
Vorläufige Ergebnisse für die modellbasierte Adaptivregelung eines autonomen Unterwasserfahrzeugs
2009
11 Seiten, 4 Bilder, 25 Quellen
Conference paper
English
Robust adaptive control of autonomous underwater vehicle
IEEE | 2002
|Adaptive tracking control of an autonomous underwater vehicle
British Library Online Contents | 2014
|L1 adaptive pitch control of an autonomous underwater vehicle
Emerald Group Publishing | 2014
|