transfer function frequency response

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Zhe Liu 2016-6-27

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评论： Star Strider 2016-6-28

step response2.png

how to get transfer function from this time response plot? Red is input and blue is output....

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J. Webster 2016-6-27

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Take the fourier transform of both signals, then the transfer function will be the FFT of the cavity divided by the FFT of the reference.

Hey! Thanks for the reply. Do you mean for whole time domain or just the later periodic part? I did FFT of both signals in the whole window but the result does not make much sense to me. I want to find the natural frequency(resonance frequency) of a line-cavity system.

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Star Strider 2016-6-27

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You are doing ‘system identification’. If you have the Signal Processing Toolbox, use the invfreqz function. (If you have the System identification Toolbox, there are several functions you can use to identify the cavity dynamics.)

You will have to experiment with the number of poles and zeros in the transfer function. I would start with 5 for both, then use the output to define an IIR filter, and then filter the input signal with it, and continue changing the number of poles and zeros (I would specify the same number for each) until you the output reasonably approximates the response to your system.