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Point Positioning using Extended Kalman Filtering in Single Frequency Beidou Receivers

机译:点定位在单频eidou接收器中使用扩展卡尔曼滤波

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BeiDou is the Chinese global satellite navigation system steadily accelerating towards completion by 2020. The system aims to provide continuous, stable and reliable position, navigation and timing services to users across globe. This research focusses on determining the system accuracy using an extended Kalman filter for point positioning in single frequency BeiDou Receivers. Low cost single frequency receivers are targeted for mass market applications. The filter model is described in detail and positioning results are obtained for both extended Kalman filter and traditional least squares technique. It is seen that the extended Kalman filter based navigation solution has a much lower positioning error than the least square approach. The technique can contribute to volunteered geographic information services such as OpenStreetMap etc.
机译:北投是中国全球卫星导航系统到2020年稳步加速完成。该系统旨在为全球用户提供连续,稳定和可靠的位置,导航和定时服务。本研究侧重于使用扩展卡尔曼滤波器在单频北斗接收器中使用扩展卡尔曼滤波器来确定系统精度。低成本单频率接收器针对大众市场应用。滤波器模型详细描述,并为两个扩展卡尔曼滤波器和传统最小二乘技术获得定位结果。可以看出,基于扩展的卡尔曼滤波器的导航解决方案具有比最小二乘方法更低的定位误差。该技术可以促进志愿的地理信息服务,如OpenStreetMap等。

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