0
$\begingroup$

I've been trying to understand Fourier transform for some time now and I think I've perhaps finally got the idea now. What I would like to do now is to make an example of Fourier transform for example for a time series signal and interpret the results and have someone confirm that I've got the idea correctly =)

I have sketched an example pictures of a time series for temperature and its Fourier transform :) Don't mind whether the numbers or graphs actually make any sense or not, that's not my point here. So here they are:

enter image description here

On the left I have a time series of temperature of something and on the right I have its frequency graph. Lets say the unit time in the time series is one hour $1h$. Now is my interpretation of the frequency graph here now correct:

The straight line in the frequency graph at point $(1Hz, 30)$ means that the temperature in the time series graph reaches a temperature of $30 \;C^{\circ}$ every hour, whereas the point $(3Hz, 60)$ means that the temperature in the time series reaches a temperature of $60 \;C^{\circ}$ every three hours? etc. Well actually this doesn't make any sense, but lets say it's from different galaxy ;D

Is my interpretation correct? Or how would one interpret the frequency graph? What would it tell us about the temperature time series?

$\endgroup$
3
$\begingroup$

If I remember things correctly, the interpretation would be that the temperature curve can be described as 4 functions:

T1 = 30*sin(2*pi * t)
T2 = 15*sin(pi * t)
T3 = 60*sin(2*pi/3 * t)
T4 = 15*sin(pi/4 * t)

and the total temperature is T = T1 + T2 + T3 + T4

this, however, does not mean that the temperature reaches 60 degrees, it could be canceled out by one of the other functions. so your interpretation is partially correct, if the temp. only followed T3 then yes the temp would reach 60 degrees every 3rd hour, but not necessarily in the general case because of the summation of the other functions. hop u understand :)

// Jonathan

$\endgroup$
  • $\begingroup$ +1 Thank you for your help =) I think I got it =) I forgot the effect of summation of the terms x) What does for example the point $(1Hz, 30)$ then mean? Does it just say that there is a cyclical behaviour of temperature 30 degrees happening every hour? $\endgroup$ – jjepsuomi Jul 16 '14 at 12:18
  • 2
    $\begingroup$ Glad I could help! yes it is the total sum that gives the temperature =) Yes there is a cyclical behaviour as you said but this is summed up with the rest of the cyclical temperatures $\endgroup$ – Noxet Jul 16 '14 at 12:24

Your Answer

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

Not the answer you're looking for? Browse other questions tagged or ask your own question.