在零速度条件下,理论错误建模和分析紧带惯性导航系统对齐的理论错误建模和分析
Hamed Mohammadkarimi1, Mahdi Mobtaker2, Mohammad Hossein Alizadeh2
1Department of Aerospace Engineering, Amirkabir University of Technology, Tehran, Iran. h.mohammadkarimi@aut.ac.ir.
Scientific reports
|November 21, 2025
概括
惯性导航系统的初始对齐精度取决于传感器的方向. 这项研究表明,优化传感器放置,特别是在z轴上使用高精度传感器,可以显著提高导航性能.
科学领域:
- 导航系统 导航系统
- 地质物理学和地测学
- 传感器技术 传感器技术
背景情况:
- 初始对齐对于惯性导航系统 (INS) 操作至关重要.
- 精细对齐使用零速度更新来纠正导航错误.
- 精细对齐的速度匹配方法具有可观测性的限制.
研究的目的:
- 分析精细对齐算法的准确性.
- 为了研究惯性测量单元 (IMU) 态度对对齐性能的影响.
- 开发基于方向和传感器精度预测对齐精度的方法.
主要方法:
- 可观测性分析以识别不可观测的错误状态.
- 分析推导和数值模拟以研究态度效应.
- 统计检查传感器通道对对准准确度的影响 (x,y,z).
主要成果:
- 调整精度取决于传感器精度和IMU方向.
- 为了预测各种方向的对齐准确性,得出了新的关系.
- 沿着z通道的传感器表现出差异性的灵敏度,主要影响最终对齐的准确性.
结论:
- IMU态度显著影响精细对齐性能.
- 分配给z轴的更高精度传感器可以在预算限制范围内优化INS性能.
- 这些发现为传感器放置提供了实际策略,以提高导航系统的准确性.
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