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Research on Global Path Planning for AUV Based on GA

机译:基于遗传算法的AUV全局路径规划研究

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Electronic charts as a specialized electronic map become increasingly mature. By using the electronic charts to establish the model of the environment and considering ocean current in GA search strategy, a new method for AUV global path planning in large-scale marine environments is proposed. The information provided by electronic charts is used in this paper to establish the model of the environment of AUV workspace, and GA as a search strategy is used for the AUV global path planning. The ocean current as a factor that affects the navigation of AUV was considered in the evaluation function of GA, so that the AUV can make full use of the energy of the currents. The model of the environment of AUV workspace and path planning is validated by simulation test.
机译:电子海图作为一种专门的电子地图变得越来越成熟。通过使用电子海图建立环境模型并在遗传算法搜索策略中考虑洋流,提出了一种在大规模海洋环境中进行AUV全球路径规划的新方法。本文利用电子海图提供的信息建立AUV工作空间环境模型,并采用GA作为搜索策略进行AUV全局路径规划。 GA的评估功能考虑了洋流作为影响AUV航行的因素,因此AUV可以充分利用洋流的能量。通过仿真测试验证了水下机器人工作空间和路径规划的环境模型。

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