首页> 外文会议>European Navigation Conference on Navigation for People >THREE DIMENSIONAL INTEGRATED NAVIGATION SYSTEM USING HYBRID OPTICAL FLOW VECTOR MESUREMENTS FROM DUAL VISION SENSORS
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THREE DIMENSIONAL INTEGRATED NAVIGATION SYSTEM USING HYBRID OPTICAL FLOW VECTOR MESUREMENTS FROM DUAL VISION SENSORS

机译:三维综合导航系统使用双视觉传感器的混合光流量矢量含量

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This paper aims to investigate a vision-based integrated navigation system using an optical flow vector, which is able to operate in GPS-denied environments. The system consists of GPS, IMU, magnetometer and dual vision sensors for measuring forward and downward optical flow vectors. In this system, hybrid optical flow method is adopted to reduce the computational burden. Using this measurement, INS/Vision integrated navigation filter is constructed based on the Kalman filter approach. Feasibility of the navigation filter is proven via simulation results of three dimensional trajectory. Finally, with the developed real-time hardware prototype, an indoor test is carried out for analyzing real-time navigation performance of the proposed system.
机译:本文旨在使用光学流量向量来研究基于视觉的集成导航系统,该方法能够在GPS拒绝环境中运行。该系统由GPS,IMU,磁力计和双视觉传感器组成,用于测量前向和向下的光学流量矢量。在该系统中,采用混合光学流量来减少计算负担。使用此测量,INS / VISION集成导航滤波器是根据卡尔曼滤波器方法构建的。通过三维轨迹的仿真结果证明导航滤波器的可行性。最后,通过开发的实时硬件原型,进行了一个室内测试,用于分析所提出的系统的实时导航性能。

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