AN ALGORITHM FOR IMPROVING THE ACCURACY OF SYSTEMS MEASURING PARAMETERS OF MOVING OBJECTS

被引:11
|
作者
Dichev, Dimitar [1 ]
Koev, Hristofor [1 ]
Bakalova, Totka [2 ]
Louda, Petr [3 ]
机构
[1] Tech Univ Gabrovo, Fac Machine & Precis Engn, Hadji Dimitar 4, Gabrovo 5300, Bulgaria
[2] Tech Univ Liberec, Inst Nanomat Adv Technol & Innovat, Studentska 2, Liberec 46117, Czech Republic
[3] Tech Univ Liberec, Dept Mat Sci, Studentska 2, Liberec 46117, Czech Republic
关键词
Kalman filter; adaptive algorithm; dynamic measurements; dynamic error; adaptive measuring systems;
D O I
10.1515/mms-2016-0041
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The paper considers an algorithm for increasing the accuracy of measuring systems operating on moving objects. The algorithm is based on the Kalman filter. It aims to provide a high measurement accuracy for the whole range of change of the measured quantity and the interference effects, as well as to eliminate the influence of a number of interference sources, each of which is of secondary importance but their total impact can cause a considerable distortion of the measuring signal. The algorithm is intended for gyro-free measuring systems. It is based on a model of the moving object dynamics. The mathematical model is developed in such a way that it enables to automatically adjust the algorithm parameters depending on the current state of measurement conditions. This makes possible to develop low-cost measuring systems with a high dynamic accuracy. The presented experimental results prove effectiveness of the proposed algorithm in terms of the dynamic accuracy of measuring systems of that type.
引用
收藏
页码:555 / 565
页数:11
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