计算机工程与应用 ›› 2016, Vol. 52 ›› Issue (2): 31-35.

• 理论与研发 • 上一篇    下一篇

基于AR-SRCKF的SINS/GPS深耦合抗转发式干扰研究

黄  盼,张  晓,滕云龙,刘  洋   

  1. 电子科技大学 电子科学技术研究院,成都 611731
  • 出版日期:2016-01-15 发布日期:2016-01-28

Research on countermeasure for repeater jamming in deeply coupled SINS/GPS system based on AR-SRCKF

HUANG Pan, ZHANG Xiao, TENG Yunlong, LIU Yang   

  1. Research Institute of Electronic Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, China
  • Online:2016-01-15 Published:2016-01-28

摘要: 转发式干扰转发真实的卫星信号导致伪距信息错误,能不被察觉地使捷联惯导系统(SINS)和全球定位系统(GPS)的深耦合组合导航解算错误。根据深耦合中信号处理的特点,将错误的伪距视为粗差,提出一种基于自适应抗差平方根容积卡尔曼滤波(AR-SRCKF)的融合算法。该方法采用自适应抗差滤波作为算法的框架,提高系统对转发式干扰的鲁棒性,同时为了避免线性化误差造成滤波性能的下降,采用平方根容积卡尔曼滤波(SRCKF)解决非线性滤波问题以及确保协方差阵的对称性和半正定性。最后,深耦合系统下的仿真分析验证了其对转发式干扰具有良好的鲁棒性。

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关键词: 抗差估计, 自适应滤波, 容积卡尔曼滤波, 深耦合, 转发式干扰

Abstract: Repeater jamming transmits authentic satellite signals and results in error in pseudo range, thus making deeply coupled SINS/GPS system resolve incorrectly without being detected. On the basis of characteristic of signal processing in deep integration and treating error in pseudo range as gross error, the Adaptive Robust Square-Root Cubature Kalman Filter(AR-SRCKF) is proposed. The method utilizes adaptive robust filter as the frame of the algorithm to improve system robustness to repeater jamming. Meanwhile, for avoiding filter performance decreasing caused by linearization, the method uses squre-root cubature Kalman filter to solve the non-linear filtering problem and make sure the symmetry and positive semidefinite of the covariance matrix. Finally, simulation and analysis under deep integrated system validates its good robustness to repeater jamming.