Comparison of output data from inertial sensors in smartphones

R. Jan, Brida Peter, Machaj Juraj
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引用次数: 1

Abstract

This paper compares the quality of inertial sensors implemented in various smartphones in terms of their orientation. Accelerometer and gyroscope of different smartphones have been used for testing. Measured sensors data served to estimate orientation of smartphone in three dimensional space. For this purpose we need to know the smartphone orientation in all three axes. Both sensors have negative properties, but data fusion of the sensors can eliminate the negative impacts. Data fusion has been done by complementary filter. Accelerometer measures all forces acting on it and causes seemingly noisy output data, on the other hand accelerometer has stable output data in term of levels. Bias is important parameter of gyroscope and it is defined as a difference between output data and the mean value of gyroscope at the time when gyroscope is static.
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智能手机惯性传感器输出数据的比较
本文比较了在各种智能手机中实现的惯性传感器在其方向方面的质量。使用不同智能手机的加速度计和陀螺仪进行测试。测量的传感器数据用于估计智能手机在三维空间中的方向。为此,我们需要知道智能手机在所有三个轴上的方向。两种传感器都有负面影响,但传感器的数据融合可以消除负面影响。采用互补滤波对数据进行融合。加速度计测量所有作用在其上的力,并导致看似嘈杂的输出数据,另一方面加速度计在电平方面具有稳定的输出数据。偏置是陀螺仪的重要参数,定义为陀螺仪静态时输出数据与陀螺仪平均值之间的差值。
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