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A study on GPS integrity monitoring algorithms based on ultra-tight integration system

机译:基于超紧密集成系统的GPS完整性监测算法研究

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摘要

The Global Positioning System (GPS), Inertial Navigation System (INS) technologies both play very important roles in navigation systems. Ultra-tight integration offers numerous advantages including increased robustness under high dynamics, and improved anti-jamming performance. It can be applied to integrity monitoring, which is an elementary performance of flying security in the field of aeronautics and astronautics. This paper introduces an integrity monitoring algorithm based on ultra-tight configuration. The ultra-tight configuration is realized by the way of INS-aided GPS tracking loops. With the information from INS, the tracking performance can be improved since the tracking loop parameters can be optimized beyond the GPS-only case. The test statistics is given by the Kalman filter residual based on the ultra-tight filter. A rate detector configuration is used in integrity monitoring process based on the ultra-tight configuration. In the end of this paper, the simulated high dynamic flight test results of ultra-tight integration based on the Kalman filter are presented, and the results showed that this algorithm can get better performance in integrity monitoring.
机译:全球定位系统(GPS)和惯性导航系统(INS)技术在导航系统中都扮演着非常重要的角色。超紧密集成具有许多优势,包括在高动态条件下增强了鲁棒性,并改善了抗干扰性能。它可以应用于完整性监控,这是航空和航天领域飞行安全的基本表现。本文介绍了一种基于超紧密配置的完整性监控算法。超紧密配置是通过INS辅助GPS跟踪环实现的。利用来自INS的信息,可以改善跟踪性能,因为可以在仅GPS以外的情况下优化跟踪环路参数。测试统计量由基于超紧密滤波器的卡尔曼滤波器残差给出。速率检测器配置用于基于超紧密配置的完整性监视过程中。最后,给出了基于卡尔曼滤波器的超紧密集成模拟高动态飞行试验结果,结果表明该算法在完整性监测中具有较好的性能。

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