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An Investigation of GPS-Denied Navigation Using Airborne Radar Telemetry

机译:利用机载雷达遥测技术进行GPS拒绝导航的研究

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A supplementary sensor being explored in the field of GPS-denied navigation is Synthetic Aperture Radar (SAR) with its resulting images. In contrast to passive, camera-based methods, SAR provides illumination of a scene, direct measurement of range, and can operate day and night or through incliment weather. The research presented in this paper investigates the feasibility of using range and range-rate measurements from a SAR system to perform GPS-denied navigation. In support of this research, a 6DOF aircraft navigation and radar simulation is developed and presented. The core sensor used to propagate the navigation states is an inertial measurement unit, corrupted by bias and noise. An indirect extended Kalman filter (EKF) is developed and the covariance of estimation errors is validated via Monte Carlo analysis.
机译:在GPS拒绝导航领域中正在探索的辅助传感器是合成孔径雷达(SAR)及其产生的图像。与基于相机的被动方法相比,SAR提供场景照明,范围的直接测量,并且可以在白天和黑夜或气候条件下运行。本文提出的研究调查了使用SAR系统的距离和距离速率测量来执行GPS拒绝导航的可行性。为了支持这项研究,开发并提出了6DOF飞机导航和雷达仿真。用于传播导航状态的核心传感器是一个惯性测量单元,该惯性测量单元会受到偏置和噪声的破坏。开发了间接扩展卡尔曼滤波器(EKF),并通过蒙特卡洛分析验证了估计误差的协方差。

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