浅水勘测 CUBE 算法的参数优化和配置

Yong Zhou
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引用次数: 0

摘要

水文和海洋学领域需要处理多波束回声测深仪的测深数据。CUBE 算法可自动处理数据,通过多波束数据估算海底深度。要实施 CUBE 算法,必须在数据处理过程中设置参数。根据勘测的复杂程度,优化 CUBE 设置对确保数据处理结果的质量至关重要。本文在算法参数化配置的基础上,对 CUBE 算法进行参数优化,以提高多波束回声测深仪浅水数据处理质量。首先,通过一些不同的参数来描述 CUBE 的行为,使其成为更适合 EM2040C 探空仪的新参数。然后,对 CUBE 参数化进行测试,以获得最佳参数配置。最后,通过统计方法分析参数的影响,以说明使用 CUBE 算法对浅水数据处理进行参数化的可行性。浅水数据集的实验结果证明了 CUBE 参数设置在小深度区域勘测情况下的主要性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parameter optimization and configuration of the CUBE algorithm for shallow water survey
The processing of bathymetric data of multi-beam echo sounders is required in the hydrographic and oceanographic field. The algorithm CUBE allows automatic processing of data to estimate the depth of the sea floor through multi-beam data. To implement the CUBE algorithm, it is important to set the parameters in the data processing. Depending on the complexity of the survey, the optimization CUBE setting is essential to ensure the quality of results of data processing. In this paper, the optimization of CUBE algorithm, which is based on the configuration of the algorithm parameterization, is used to optimize the parameters of CUBE algorithm to improve the quality of data processing on shallow water for multi-beam echo-sounder. First, the behavior of CUBE is described through some different parameters to a new parameterization more suited to the EM2040C sounders. Then, tests of the CUBE parameterization are carried out with the aim of obtaining an optimal parameter configuration. Finally, the influence of parameters is analyzed by statistics methods to explain the feasibility of using CUBE algorithm to parameterize data processing on shallow water. Experimental results with the shallow water dataset demonstrate the majorization and effectiveness of the CUBE parameters setting for situations of the survey in areas of small depths.
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