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Power of Periodic and Non-Periodic(White Gaussian Noise) Signals using FFT

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von Moltke

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Hello all,

I want to determine the power level (dB amp) of (supposed to be wgn) random signal using oscilloscope data. I have compiled a code to do the job but when tried to verify my code for several different signals (periodic sinus, random gaussian) generated on MATLAB, I have seen that the code yields different power levels for different signals.

For example:

I have the following:

y10 = 10 periods of a 50 MHz single tone signal samples with 0 dB power sampled at 1 GHz generated by MATLAB,
y50 = 50 periods of a 50 MHz single tone signal samples with 0 dB power sampled at 1 GHz generated by MATLAB,
n4 = 0 dB (Variance=1) random sequence of length 10^4 generated by randn command of MATLAB,
n5 = 0 dB (Variance=1) random sequence of length 10^5 generated by randn command of MATLAB,
n6 = 0 dB (Variance=1) random sequence of length 10^6 generated by randn command of MATLAB,

But when I run my code for each signal to show me the fft plot I come across the following: 1M matlab data.png10 sinus.png10k matlab data.png50 sinus.png100k matlab data.png

My Code is below:

---
clear all;
close all;
set(0,'DefaultFigureWindowStyle','docked');

Fs=1e9;
R=1; %Resistance Value is 1 Ohm for MATLAB generated sequences

n5=randn(1e5,1);
n6=randn(1e6,1);
n4=randn(1e4,1);

y50=1.4142*sin(2*pi*(0:1/20:50));%50 periods of Sine Wave
y10=1.4142*sin(2*pi*(0:1/20:10));%10 periods of Sine Wave

clc

y=n6;

L = length(y);
NFFT = (L);
Y= fft(y,NFFT)/(L);
YdB=20*log10(1.4142*abs(Y)/sqrt(R));
f = Fs/2*linspace(0,1,round(NFFT/2)+1);

plot(f/1e6,YdB(1:round(NFFT/2)+1))
title('10^6 Length Random Data Single-Sided Spectrum')
xlabel('Frequency (MHz)')
ylabel('|Y(f)|dBW = 10log(Volt ^2/Ohm)')

---

Why do I see that for increasing length of sequences in the Random Sequences, I loose the power of signal.

I can correct that by dividing fft result by sqrt(L) (in the CODE LINE:Y= fft(y,NFFT)/(L);

but that changes the periodic signal power level then. Why do I see that? What am I doing wrong?
 

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