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Software self-recovery method of AUV based on micro-reboot

机译:基于微重启的水下机器人软件自恢复方法

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摘要

According to the research on failure recovery of AUV software system, a method based on micro-reboot mechanism and Partially Observable Markov Decision Process (POMDP) model for solving failure recovery of AUV is presented. An analytical multi-level model is presented and a micro-reboot mechanism under Fine-grained is learned. Considering self-recovery theory and the applicability of POMDP model, a failure recovery model based on POMDP is established and the basic factors of model are given. Results of experiment prove the validity of algorithm and the applicability of the model.
机译:通过对AUV软件系统故障恢复的研究,提出了一种基于微重启机制和部分可观马尔可夫决策过程(POMDP)模型的AUV系统故障恢复方法。提出了一个解析的多层次模型,并研究了细粒度下的微重启机制。结合自我恢复理论和POMDP模型的适用性,建立了基于POMDP的故障恢复模型,并给出了模型的基本要素。实验结果证明了算法的有效性和模型的适用性。

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