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fft rms vs pk scaling

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I have a program that is taking waveform data from an accelerometer.  I eventually want the units in g's pk, but in the fft itself I get a cleaner signal by doing the RMS.  It is the same thing taking the g's RMS and then converting it to g's pk without the initial averaging?

 

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