Evaluation of solid-state accelerometer for positioning of vehicle

被引:0
|
作者
Nikbakht, S. [1 ]
Mazlom, Masood [1 ]
Khayatian, A. [1 ]
机构
[1] Shiraz Univ, Dept Elect Engn, Shiraz, Iran
关键词
INS; IMU; bias; solid state accelerometer; Kalman filter (KF); smoothing;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
An evaluation of a low-cost, small sized solid state accelerometer in the absence of absolute Positioning information is performed in this paper. Acceleration signal outputted by the sensor is doubly integrated with time that yields the travel distance. Due to bias and Thermal noise of the accelerometer which is accumulate in time, Kalman filter is need to be design to increase the accuracy of position estimation system. A modeling for bias of solid state accelerometer ADXL250 QCG without aiding sensor evaluated in this paper. During the preceding time instants, the position information becomes increasingly untrustworthy and the validity of the position updates decays. So, we used a smoother algorithm based Kalman filter for better estimation accuracy in position estimation. Result show smoothing algorithm increase the accuracy of position estimate for short time duration. Keywords-INS, IMU, bias, solid state accelerometer, Kalman filter (KF), Smoothing.
引用
收藏
页码:793 / 797
页数:5
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