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Q-adjusting technique applied to Vertical Deflections estimation in a Single-axis rotation INS/GPS integrated system

机译:Q调整技术应用于单轴旋转INS / GPS集成系统中的垂直变形估计

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Former studies have proved that the attitude error in a single-axis rotation INS/GPS integrated system tracks the high frequency component of the deflections of the vertical (DOV) with a fixed delay and tracking error. This paper analyses the influence of the nominal process noise covariance matrix Q on the tracking error as well as the response delay, and proposed a Q-adjusting technique to obtain the attitude error which can track the DOV better. Simulation results show that different settings of Q lead to different response delay and tracking error; there exists optimal Q which leads to a minimum tracking error and a comparatively short response delay; for systems with different accuracy, different Q adjusting strategy should be adopted. In this way, the DOV estimation accuracy of using the attitude error as the observation can be improved. According to the simulation results, the DOV estimation accuracy after using the Q-adjusting technique is improved by approximate 23% and 33% respectively compared to that of the Earth Model EGM2008 and the direct attitude difference method.
机译:以前的研究证明,单轴旋转INS / GPS集成系统中的姿态误差以固定的延迟和跟踪误差跟踪垂直(DOV)偏转的高频分量。本文分析了标称过程噪声协方差矩阵Q对跟踪误差以及响应延迟的影响,提出了一种Q调整技术来获得可以更好地跟踪DOV的姿态误差。仿真结果表明,不同的Q设置会导致不同的响应延迟和跟踪误差。存在最优Q,Q导致最小的跟踪误差和相对较短的响应延迟;对于精度不同的系统,应采用不同的Q调整策略。这样,可以提高将姿态误差用作观测值的DOV估计精度。根据仿真结果,与地球模型EGM2008和直接姿态差法相比,使用Q调整技术后的DOV估计精度分别提高了约23%和33%。

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