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A Novel GPS-free Method for Mobile Unit Global Positioning in Outdoor Wireless Environments

机译:户外无线环境中移动单元全球定位的一种新型免GPS方法

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摘要

This paper investigates a Global Positioning system (GPS)-free positioning method for mobile units (MUs) in outdoor wireless environments by using the Bayesian filtering formulation. The procedure utilizes simulated inertial measurements, cell-ID of the serving base station, and pre-determined locations grouped according to cell antennas radio coverage in the experimentation area. The developed algorithm makes no assumptions on the initial position of the MU. However, the algorithm takes some time to converge. Experiments show the range of inertial measurement errors that would maintain reliable location information with accuracy comparable to GPS positioning.
机译:本文使用贝叶斯滤波公式研究了室外无线环境中移动单元(MU)的无GPS定位方法。该程序利用模拟惯性测量,服务基站的小区ID以及根据实验区域中的小区天线无线电覆盖范围分组的预定位置。所开发的算法不假设MU的初始位置。但是,该算法需要花费一些时间才能收敛。实验表明,惯性测量误差的范围可以保持可靠的位置信息,其精度可与GPS定位媲美。

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