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An interpretable KAN approach for triple-frequency BDS cycle-slip detection and repair

Yuchen Han Xuexiang Yu Shicheng Xie Zhongchen Guo Mingfei Zhu

大地测量与地球动力学（英文版）2026，Vol.17Issue(5)：596-612,17.

大地测量与地球动力学（英文版）2026，Vol.17Issue(5)：596-612,17.DOI:10.1016/j.geog.2025.12.003

An interpretable KAN approach for triple-frequency BDS cycle-slip detection and repair

Yuchen Han ¹Xuexiang Yu ²Shicheng Xie ¹Zhongchen Guo ³Mingfei Zhu²

作者信息

1. School of Earth and Environment,Anhui University of Science and Technology,Huainan 232001,China||Anhui Provincial Joint Laboratory of Urban 3D Real-Scene and Intelligent Security Monitoring,Huainan 232001,China
2. Anhui Provincial Joint Laboratory of Urban 3D Real-Scene and Intelligent Security Monitoring,Huainan 232001,China||School of Geomatics,Anhui University of Science and Technology,Huainan 232001,China
3. School of Environment and Surveying Engineering,Suzhou University,Suzhou 234000,China
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摘要

关键词

Beidou navigation satellite system(BDS)/Cycle-slip detection and repair/Geometry-free phase combinations(GFCs)/Pseudorange-phase combination(PPC)/Kolmogorov-Arnold network(KAN)

Key words

Beidou navigation satellite system(BDS)/Cycle-slip detection and repair/Geometry-free phase combinations(GFCs)/Pseudorange-phase combination(PPC)/Kolmogorov-Arnold network(KAN)

引用本文复制引用

Yuchen Han,Xuexiang Yu,Shicheng Xie,Zhongchen Guo,Mingfei Zhu..An interpretable KAN approach for triple-frequency BDS cycle-slip detection and repair[J].大地测量与地球动力学（英文版）,2026,17(5):596-612,17.

基金项目

The work was funded in part by the Key Research and Devel-opment Program of Anhui Province under(Grant 202104a07020014),the Major Science and Technology Projects of Anhui Province under(Grant 202103a05020026).Coal Industry Engineering Research Center of Mining Area Environmental Additionally,Disaster Cooperative Monitoring(Anhui University of Science and Technology),(Grant KSXTJC202303),Key Laboratory of Aviation-aerospace-ground Cooperative Monitoring and Early Warning of Coal Mining-induced Disasters of Anhui Higher Edu-cation Institutes(Anhui University of Science and Technology),(Grant KLAHEI202202),Key scientific research project of Suzhou University,(Grant 2024yzd03),Talent Introduction Project of Suzhou University(Grant 2024BSK008),Anhui University of Sci-ence and Technology Talent Introduction Research Startup Fund,(Grant 2025yjrc0045). （Grant 202104a07020014）

大地测量与地球动力学（英文版）

ISSN：1674-9847

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