Signal Analysis

Hzaqa

1. The problem statement, all variables and given/known data
Hi ,
The problem is how to analysis this signal in terms of time segments to understnd the characteristics/pattern of this signal


2. Relevant equations

There is no relevant equtions

3. The attempt at a solution

I have tried to use :
RMS
Wavlet
FFT
But which one of them can give us a better understing of the system,

Thanks,
1. The problem statement, all variables and given/known data



2. Relevant equations



3. The attempt at a solution

lewando

Your problem statement is fairly unconstrained so--

For frequency analysis, consider making a spectrogram, a 3 dimensional graph (frequency vs amplitude vs time).

For amplitude analysis, experiment with various moving average (RMS) plots.

gneill

Presumably you have a data set that corresponds to the graph, and not just the graph alone? You might want to investigate the use of the Lomb-Scargle Periodogram method to tease out the underlying frequency components of the signal.

Hzaqa

Thanks for the response,


Well, I have applied frequency domain


Matlab code:

m=fft(x)
n=length(x)
power=abs(m(1:floor(n/2))).^2
nyquist=1/2
freq=((1:n/2)/(n/2)*nyquist)*5000
figure
plot(freq,power)
xlabel('Frequency (Hz)')
ylabel('Power')
title('Power Spectrum of Signal')
grid on


amp=abs(m(1:floor(n/2)))
figure
plot(freq,amp)
xlabel('Frequency (Hz)')
ylabel('Amplitude')
title('Amplitude Spectrum of Signal')
grid on





But I am not quite sure which one of them is best/correct,any suggestion,
Thanks

lewando

For the spectrogram suggestion, explore: http://www.mathworks.com/help/toolbo...ectrogram.html