面向多源卫星测高数据的动态窗口约束交叉点算法
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作者单位:

1.辽宁工程技术大学;2.哈尔滨工业大学(威海);3.河南省科学院

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P229

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国家自然科学基金重点项目(42274119,U25A20783);国家重点研发计划(2022YFF1400500);国家高层次领军人才计划(X2023081);“十四五”综合实验区重大专项(WZC25110122,CECOM-2025-BDJC02-SY-0737/06);国家领军人才山东省配套项目(IDFA10202024);哈尔滨工业大学(威海)青年教师发展基金(理学工学类)(IDGA10002224);河南省测绘科学与技术学科“双一流”建设科研项目(BZCG202303);辽宁省科技厅博士科研启动基金计划项目(2025080690-JH3/101);辽宁省青年科技人才托举工程(2025-Z0233);国家自然科学基金(42508023);测绘遥感信息工程国家重点实验室(LIESMARS)开放基金(25R04);河南省科学院基本科研业务费项目(20260625001)


Dynamic Window Constrained Crossover Algorithm for Multi-Mission Satellite Altimetry
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Affiliation:

1.Liaoning Technical University;2.Harbin Institute of Technology (Weihai);3.Henan Academy of Sciences

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    摘要:

    为解决海量多源卫星测高数据交叉点定位难以兼顾精度与效率的问题,通过多项式拟合与轨道对称性原理,构建了一种新型动态窗口约束交叉点算法。该方法结合空间预筛选与计算机图形学逻辑构建多层级约束机制以消除冗余计算,通过动态限制计算窗口边界策略将解算约束在极小固定范围,提升运算效能并规避了长弧段拟合导致的几何偏移,且利用多种测高卫星数据对该方法的适配性与定位精度进行了验证。结果表明:在计算效率方面,新型动态窗口约束交叉点算法较传统分段拟合法提升至少50%;在定位精度方面,有效克服了几何偏移与漏算现象,实现了点位精准计算;在平均海面高度建模实验中,动态窗口约束交叉点算法计算结果与SDUST2020及CLS15模型具有高度一致性。其中,Jason-1 GM数据精度最高,其均方根误差优于0.08m;而CryoSat-2与Sentinel-3A的RMSE经证实由几何基准差异引起,而非算法误差。可见,动态窗口约束交叉点算法在保证高精度的同时显著提升了计算效率,为海面高度的精密获取提供了高效手段。

    Abstract:

    In order to solve the problem that traditional crossover positioning methods for massive multi-source satellite altimetry data struggle to balance accuracy and efficiency, a Dynamic Window Constrained Crossover (DWCC) Algorithm was used to investigate the data processing of marine gravity field inversion and mean sea surface (MSS) modeling. This method integrates spatial pre-screening with computer graphics logic to eliminate redundant calculations via a multi-level constraint mechanism. By employing a dynamic fixed-length window, it constrains the solution to a minimal range, enhancing efficiency and mitigating geometric offsets from long-arc fitting. Its adaptability and positioning accuracy have been rigorously validated through experiments across diverse satellite altimetry datasets. The results show that: the computational efficiency of DWCC is improved by at least 50% compared with the piecewise fitting method; in terms of positioning accuracy, DWCC effectively overcomes geometric offset and missing points, achieving close fitting with real trajectories. In the comparative analysis with SDUST2020 and CLS15 MSS models, DWCC maintains high consistency with reference models. Specifically, the Jason-1 GM data achieves the highest absolute accuracy with a root mean square error (RMSE) better than 0.08 m , while the larger RMSE of CryoSat-2 and Sentinel-3A is confirmed to be caused by systematic differences in geometric datums rather than algorithm errors. It is concluded that the DWCC algorithm significantly improves computational efficiency while ensuring high accuracy, providing a feasible technical means for precise sea surface height acquisition.

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毛瀚辰,郑伟,张文松,等. 面向多源卫星测高数据的动态窗口约束交叉点算法[J]. 科学技术与工程, , ():

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  • 收稿日期:2026-03-03
  • 最后修改日期:2026-04-02
  • 录用日期:2026-04-07
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