利用马氏距离增强gps /INS融合系统的室外定位

Yunki Kim, Seung-Hwan Choi, Jangmyung Lee
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引用次数: 8

摘要

本文介绍了利用3个GPS和1个IMU传感器实现室外定位系统的系统估计。利用三角中心法对瞬时误差较大的3个低成本GPS的精度进行了补充,并通过EKF将3个GPS和1个IMU传感器组合在一起,设计了更精确的位置估计系统。利用马氏距离法消除了数据溢出,得到了更精确的数据值。通过实验验证,可以比较单GPS和多GPS的定位误差结果,进而得到标定后的移动机器人位置估计结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhanced outdoor localization of multi-GPS/INS fusion system using Mahalanobis Distance
This paper describes the implementation of system estimating outdoor position system with three GPS and one IMU sensor. The accuracy of three low-cost GPS which have large instantaneous error are supplemented by using The center of the triangular method and system that has more accurate estimation of position is designed by combining three GPS and one IMU sensor through EKF. And also data values overflowed are eliminated to gain more precise data values with utilization of Mahalanobis Distance. Through experiment, it can verify the results compared single GPS and multi-GPS position error, and then calibrated mobile robot position estimation results can be found.
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