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Analysis of underwater object pose angle estimation method based on echo prediction

机译:基于回波预测的水下物体姿态角估计方法分析

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摘要

The theory behind the forecast method of object pose angles has important engineering application value. In this paper, firstly, the planar elements method is used to predict near-field echoes of benchmark underwater objects, and build a characteristic sample database of object echoes; Secondly, by match-filtering measured object echoes with echo samples in the database, which are under various pose angles, parameters such as the correlation coefficient are obtained; Thirdly, a cost function is designed, the gained parameters are taken into the cost function, Finally, an estimated object pose angle is obtained. According to the time field echo structure, the pose angles are divided into several ranges: 0-40, 40-80, 80-110, 110-140, and 140-180degrees. The efficiency and robustness of the method are analyzed by statistic methodology in each pose angle range. A lake experiment was conducted, and the underwater object echo data were recorded. By comparing the estimated results with the real object pose angles, the estimation method is verified to be effective and robust. As a result of the good performance in robustness and fast computation speed, the method shows potential engineering applications.
机译:物体姿态角预测方法背后的理论具有重要的工程应用价值。本文首先利用平面单元法对基准水下物体的近场回波进行预测,建立特征回波样本数据库。其次,通过对被测物体回波与数据库中不同姿态角下的回波样本进行匹配滤波,得到相关系数等参数。第三,设计成本函数,将获得的参数纳入成本函数,最后得到估计的物体姿态角。根据时场回波结构,姿态角分为几个范围:0-40、40-80、80-110、110-140和140-180度。通过统计方法在每个姿势角度范围内分析该方法的效率和鲁棒性。进行了湖泊实验,并记录了水下物体回波数据。通过将估计结果与真实物体姿态角进行比较,验证了该估计方法的有效性和鲁棒性。由于在鲁棒性和快速计算速度方面的良好性能,该方法显示了潜在的工程应用。

著录项

  • 来源
  • 会议地点 Harbin(CN)
  • 作者单位

    Science and technology on underwater test and control laboratory, Dalian, China;

    Science and technology on underwater test and control laboratory, Dalian, China;

    Science and technology on underwater test and control laboratory, Dalian, China;

    Science and technology on underwater test and control laboratory, Dalian, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Benchmark testing; Robustness; Estimation;

    机译:基准测试;稳健性;估计;
  • 入库时间 2022-08-26 13:55:28

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