LMS自适应滤波器算法在粉体速度测量中的应用

MEASURING POWDER VELOCITY USING LMS ALGORITHM

  • 摘要: 针对浓相粉体流动速度快,波动大等特点,采用最小均方误差LMS自适应滤波器处理粉体流动信号的基本方法,首先研究电容传感器的空间滤波效应,然后利用LMS准则估计脉冲响应函数,准确寻峰,能够克服相关法的卷积涂污作用的影响.最后给出对实际测量信号的处理结果.

     

    Abstract: Under dense-phase conveying conditions of powder flow, powder velocity is very fast, its pulsation is large. The essential method for processing powder flow signals is described based on LMS Algorithm. Firstly, Spatial filtering effect of capacitance sensors is studied. Secondly, The LMS criterion is used to estimate pulse response function to seek peak value. This algorithm can reduce the convolution smeared influences of correlation algorithm. Finally, the processing results of practical measured signals are given.

     

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