利用测深侧扫数据和明暗恢复形状方法实现地形修正
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P229.1

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国家十三五重点扶持项目(2016YFC0300301)资助


Realization of terrain correction utilizing bathymetric sidescan data and shape from shading methods
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    摘要:

    一般的测深侧扫声纳应用中,单独利用回波数据的幅度信息或相位信息获取侧扫图或测深图以展示海底细节特征。为提取侧扫数据中的微地貌信息,实现更高精度的海底地形探测,提出了两步循环迭代算法:首先利用原始测深侧扫结果数据对散射模型进行最优拟合,其次,引入亮度误差修正因子,改进从明暗恢复形状算法并迭代地形,保证其快速稳定的收敛,最终通过循环迭代获取了海底底质参数和精度更高、与真实地形起伏相关性更强的地形深度值。同时,利用Jackson海底散射模型,模拟测深侧扫声纳信号的发射接收过程,并利用其回波数据,验证本迭代算法的正确性和有效性。结果表明:该方法可以有效地修正地形,且接收信噪比越高,地形修正效果越好;在信噪比为20 dB时,相比于原始测深结果,修正后地形起伏相关系数提升524%,地形误差绝对值降低37%。最后,将该算法应用于测深侧扫声纳数据,通过修正前后地形图的对比分析,验证了本算法的可行性和有效性。

    Abstract:

    In the general application of bathymetric sidescan sonar, the amplitude information or phase information of the echo data is used alone to obtain a sidescan map or bathymetric map to show the seafloor detailed features. In order to extract the microgeomorphic information inside the sidescan data and realize a higherprecision seafloor terrain detection, a twostep loop iterative algorithm is proposed. Firstly, the primeval bathymetric data and sidescan data are used to optimally fit the scattering model. Secondly, the brightness error correction factor is introduced to the improved shape from shading method and iterate the terrain, which ensures fast and stable convergence in terrain iteration. Finally, through loop iteration, the seafloor sediment parameters and the terrain depth value that has higher precision and stronger correlation coefficient with the real terrain relief are obtained. Meanwhile, the Jackson seafloor scattering model is used to simulate the signal transmission and reception processes of the bathymetric sidescan sonar, and the echo data are used to verify the correctness and effectiveness of the iterative algorithm described in this paper. The results show that the proposed method can effectively correct the terrain, and the higher the received signaltonoise ratio is, the better the terrain correction effect will be. When the signaltonoise ratio is to 20 dB, compared with the original bathymetric result, the corrected correlative coefficient of terrain relief is elevated by 524% and the absolute value of the terrain error is reduced by 37%. At last, the algorithm is applied to the bathymetric sidescan sonar data. The comparison and analysis of the terrain maps before and after correction verifies the feasibility and effectiveness of the proposed algorithm.

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程亚楠,刘晓东,张东升,曹金亮,王晏宾.利用测深侧扫数据和明暗恢复形状方法实现地形修正[J].仪器仪表学报,2019,40(7):159-168

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  • 在线发布日期: 2022-02-17
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