PNaFF: A modular software platform for testing hybrid position estimation algorithms

M. Raitoharju, Niilo Sirola, S. Ali-Löytty, R. Piché
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引用次数: 7

Abstract

PNaFF (personal navigation filter framework) is a comprehensive simulation and filtering test bench that is being developed within the Personal Positioning Research Group at the Department of Mathematics of Tampere University of Technology. Hybrid positioning is a process where measurements from different sources are used to obtain position estimate. PNaFF provides tools for comparison and visualization of the performance of hybrid positioning filters that estimate the current state from measurements and the previous state estimate. New filters can be added to PNaFF easily and the performance of the new filter can be assessed instantly. Different kinds of measurements can be used in estimation, and it is simple to add new measurement types.
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pnaf:用于测试混合位置估计算法的模块化软件平台
PNaFF (personal navigation filter framework)是坦佩雷理工大学数学系个人定位研究小组正在开发的一个综合仿真和滤波测试平台。混合定位是利用不同来源的测量值来获得位置估计的过程。PNaFF提供了比较和可视化混合定位滤波器性能的工具,这些滤波器从测量和先前的状态估计中估计当前状态。新的滤波器可以很容易地添加到pnaf中,并且可以立即评估新滤波器的性能。在估计中可以使用不同类型的测量,并且添加新的测量类型也很简单。
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