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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对象姿态估计方法分析

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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:对象姿势角度预测方法背后的理论具有重要的工程应用价值。在本文中,首先,平面元素方法用于预测基准水下对象的近场回声,并构建物体回波的特征样本数据库;其次,通过将测量的对象回声与数据库中的回声样本相匹配,在各种姿势角度下,获得诸如相关系数的参数;第三,设计了成本函数,所获得的参数被取成成本函数,最后,获得了估计的对象姿势角度。根据时间场回声结构,姿势角度分为几个范围:0-40,40-80,80-110,110-140和140-180甚至。通过每个姿势角度范围的统计方法分析该方法的效率和稳健性。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对象姿势角度进行比较,验证估计方法是有效和鲁棒的。由于稳健性和快速计算速度的良好性能,该方法显示了潜在的工程应用。

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