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自律移動ロボットarXiv:2407.02876

無人車両における故障原因の予防と除去

Pr\"avention und Beseitigung von Fehlerursachen im Kontext von unbemannten Fahrzeugen

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自律移動ロボットのミッション計画時に形式検証で故障除去を、実行時にルールベース手法で故障予防を行う二段構えのアプローチを提案した論文。

著者: Aron Schnakenbeck, Christoph Sieber, Luis Miguel Vieira da Silva, Felix Gehlhoff, Alexander Fay

分類: cs.RO, cs.SY, eess.SY

原文アブストラクト

Mobile robots, becoming increasingly autonomous, are capable of operating in diverse and unknown environments. This flexibility allows them to fulfill goals independently and adapting their actions dynamically without rigidly predefined control codes. However, their autonomous behavior complicates guaranteeing safety and reliability due to the limited influence of a human operator to accurately supervise and verify each robot's actions. To ensure autonomous mobile robot's safety and reliability, which are aspects of dependability, methods are needed both in the planning and execution of missions for autonomous mobile robots. In this article, a twofold approach is presented that ensures fault removal in the context of mission planning and fault prevention during mission execution for autonomous mobile robots. First, the approach consists of a concept based on formal verification applied during the planning phase of missions. Second, the approach consists of a rule-based concept applied during mission execution. A use case applying the approach is presented, discussing how the two concepts complement each other and what contribution they make to certain aspects of dependability.

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