干扰下MEMS IMU与GNSS接收机深度耦合的性能研究

M. Kirkko-Jaakkola, L. Ruotsalainen, M. Z. H. Bhuiyan, Stefan Söderholm, S. Thombre, H. Kuusniemi
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引用次数: 8

摘要

卫星导航信号的功率非常弱,因此在军事行动和民用生活中很容易被各种目的所干扰。研究了低成本MEMS惯性测量单元(IMU)下GNSS-INS深度耦合的抗干扰性能。深度耦合是指实现惯性辅助矢量GNSS跟踪而不是独立(标量)跟踪回路的集成架构。本文给出了非相干深度耦合中涉及的最重要的方程,并将MEMS IMU的跟踪性能与使用真实天线位置代替惯性导航计算获得的跟踪性能进行了比较。此外,还研究了在只有4颗卫星可用的情况下,积分滤波器的收敛性。结果表明,MEMS IMU不能完全跨越35秒的干扰期,但仍优于标准的无辅助标量跟踪。此外,观察到不利的卫星几何结构显著减缓了积分滤波器加速度计偏置状态的收敛,而其他一些状态正常达到稳态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance of a MEMS IMU deeply coupled with a GNSS receiver under jamming
Satellite navigation signals are very weak in power and, therefore, rather easy to jam for various purposes in both military operations and civilian life. This paper studies the jamming mitigation performance of deep GNSS-INS coupling when a low-cost MEMS inertial measurement unit (IMU) is being used. Deep coupling refers to the integration architecture which implements inertial-aided vector GNSS tracking instead of independent (scalar) tracking loops. In this paper the most important equations involved in noncoherent deep coupling are presented and the tracking performance using the MEMS IMU is compared to the performance obtained using the true antenna position instead of inertial navigation computations. Moreover, the convergence of the integration filter is investigated in the case where only four satellites are available. The results show that the MEMS IMU cannot quite bridge a jamming period of 35 seconds but still outperforms standard unassisted scalar tracking. Moreover, it is observed that an adverse satellite geometry significantly slows down the convergence of the accelerometer bias states of the integration filter while some other states reach a steady state normally.
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