Mitigating multi-path error by neural network

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作者
Lopes, Roberto V. F.
Carrara, Vlademir
Enderle, Werner
Arbinger, Christian
机构
[1] INPE - Natl. Inst. for Space Res., C.P. 515, 12201-970 Sao Jose dos Campos, SP, Brazil
[2] DLR - German Space Operations Center, Münchner Strasse 20, D-82234 Oberpfaffenhofen, Germany
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This paper presents a neural network approach for calibration of multi-path delay in GPS-based spacecraft attitude determination. Mitigating the multi-path error represents an important step towards a precise and autonomous LEO spacecraft navigation and control. The INPE and DLR cooperation activities in this direction are overviewed. The algorithm validation by a ground experiment at DLR is specially addressed. Results are presented from digital simulation based on an empirical model using series of spherical harmonics.
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页码:1639 / 1650
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