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Improving the Modularity of AUV Control Systems using Behaviour Trees

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arxiv 1811.00426 v1 pith:YKQZ3PG4 submitted 2018-11-01 cs.RO cs.AIcs.SYeess.SY

classification cs.ROcs.AIcs.SYeess.SY
keywords robustnesssystemsauvsbehaviourcontroldesignimportantmodularity
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In this paper, we show how behaviour trees (BTs) can be used to design modular, versatile, and robust control architectures for mission-critical systems. In particular, we show this in the context of autonomous underwater vehicles (AUVs). Robustness, in terms of system safety, is important since manual recovery of AUVs is often extremely difficult. Further more, versatility is important to be able to execute many different kinds of missions. Finally, modularity is needed to achieve a combination of robustness and versatility, as the complexity of a versatile systems needs to be encapsulated in modules, in order to create a simple overall structure enabling robustness analysis. The proposed design is illustrated using a typical AUV mission.

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  1. Analysis and Exploitation of Synchronized Parallel Executions in Behavior Trees

    cs.RO 2019-08 conditional novelty 6.0 of 10

    Two new synchronization nodes for parallel Behavior Tree composition, absolute and relative, plus progress-distance and predictability metrics, demonstrated on synthetic and real robot experiments.

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