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一种基于高次谐波分析的传感器频率信号测量方法及其误差分析

Measurement and Error Analysis of Sensor Frequency Signal Based on High Order Harmonic Analysis

  • 摘要: 为实现对等占空比矩形波信号的高实时性和高精度检测,提出一种基于快速傅里叶离散频谱测频方法——谐波权重测频法。采用理论分析、MATLAB模拟仿真和现场试验相结合的方法,对比分析了谐波权重测频法与汉宁窗傅里叶测频法、直接傅里叶测频法和硬件边沿测频法等方法对不同频率的测试精度和误差。结果表明:在有限采样样本及高实时性的要求下,在测量精度和方差方面,谐波权重测频法相对其他2种傅里叶测频方法都有着明显的优势,在低频端尤为明显;在无尖峰误差下,谐波权重测频法与硬件边沿测频法测量精度比较接近,但在强电磁干扰下,谐波权重测频法优势较明显。

     

    Abstract: To realize high real-time and high-precision detection of rectangular wave signal with equal duty ratio,a method of frequency-equal-square-wave square-wave method was proposed,which was based on fast Fourier discrete spectrum analysis.Through the combination of theoretical analysis,MATLAB simulation and field experiment,this article compared the Fourier Frequency Measurement of Hanning Window,the direct Fourier frequency method,the hardware filtering method with the method of frequency-equal-square-wave square-wave method etc.about the test accuracy and error under different frequency.The results showed that the high - order harmonic - weighted frequency measurement method has obvious advantages over the other two kinds of Fourier frequency measurement methods in the measurement accuracy and variance under the condition of limited sampling samples and high real - time requirements,especially at low frequency side.In the absence of spike error,the measurement accuracy of the hardware frequency measurement accuracy is similar to high - order harmonic - weighted frequency measurement method. But in the strong electromagnetic interference,the high harmonic frequency measurement method has obvious advantages.

     

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