Questions tagged [fourier-series]
The fourier-series tag has no usage guidance.
286
questions
37
votes
7
answers
7k
views
What is the most lucid, intuitive explanation for the various FTs - CFT, DFT, DTFT and the Fourier Series?
Even after having studied these for quite sometime, I tend to forget (if I'm out of touch for a while) how they are related to each other and what each stands for (since they have such similar ...
17
votes
2
answers
8k
views
A good mathematical explanation of Gibbs phenomenon
I was explaining to someone how Fourier series work in context of constructing signals that are not everywhere differentiable, e.g. square waves, sawtooth waves, etc. When I mentioned the Gibbs ...
14
votes
7
answers
11k
views
The difference between DFT and DFS
In the literature, I've found that DFS and DFT are one and the same. If they are one and the same why to use two different names for them? If there is really a difference what is it and what is the ...
12
votes
3
answers
4k
views
Slow Down Music Playing While Maintaining Frequency
Playing a piece of music audio at a slower speed would lower its pitch (frequency). Is there a tool and theory to slow down the song playing while keep the frequency the same? I suppose one can do ...
12
votes
1
answer
3k
views
Graphical fourier series of a square wave
This is probably off-topic since it isn't really a question, but I thought that this GIF of the fourier series of a square wave was too cool not to share.
9
votes
5
answers
19k
views
How to get Fourier coefficients to draw any shape using DFT?
I'm teaching myself about Fourier Series and the DFT and trying to draw a stylised $\pi$ symbol by fourier epicycles as detailed by Mathologer on youtube (from 18:39 onwards), and the excellent ...
9
votes
2
answers
830
views
Fourier series of cycloid
What is the Fourier series representation of a cycloid?
The parametric representation of the curve is as follows.
$$
t=\dfrac{\theta-\sin\theta}{\pi}\\
x=\dfrac{1-\cos\theta}{\pi}
$$
The period is $2$...
8
votes
4
answers
28k
views
About Fourier transform of periodic signal
In Fourier transform for periodic signal, I checked different books and I found a different explanation in each book. Let's take the explanation in Signals and Systems by Rajeshwari & Rao:
The ...
8
votes
1
answer
806
views
Estimate the Discrete Fourier Transform / Series of a Signal with Missing Samples
Assuming we have a discrete signal $ { \left\{ x \left[ n \right] \right\}}_{n = 1}^{N} $.
Which has a Discrete Fourier Transform / Series.
Now, assume I'd like to estimate its Discrete Fourier ...
7
votes
2
answers
6k
views
Intuition behind the scaling property of Fourier Transforms
The Fourier transform of $f(ax)$ is $\frac{1}{|a|}F(\frac{u}{|a|})$. So the frequencies are scaled horizontally but the magnitudes are also scaled when the graph of $f$ is scaled horizontally.
On the ...
6
votes
4
answers
2k
views
Is Fourier series a sampled version of Fourier transform?
I recently learned about dtft and how dft/dfs is the sampled version of dtft. I was wondering if Fourier series is also obtainable by sampling Fourier transform? I am a noob in the subject so sorry if ...
6
votes
2
answers
4k
views
Scaling property of Fourier Transform
Problem 4.6(b) from Oppenheim, Wilsky & Nawab (2nd ed) reads:
Given that $x(t)$ has the Fourier transform $X(j\omega)$, express the Fourier transform of $x(3t - 6)$ in terms of $X(j\omega)$.
The ...
5
votes
2
answers
3k
views
Why are Fourier analysis and transform only applicable for LTI systems?
Why are Fourier analysis and transform only applicable for LTI systems?
What if the system is not LTI, won't Fourier analysis or transform be possible?
5
votes
2
answers
11k
views
Derive Frequency Representation of Impulse Train Function
I want to walk through the derivation of the frequency representation of an impulse train.
The definition of the impulse train function with period $T$ and the frequency representation with sampling ...
5
votes
1
answer
9k
views
Fourier series - time shift and scaling
What will be the new Fourier series coefficients when we shift and scale a periodic signal?
Scaling alone will only affect fundamental frequency. But how to calculate new coefficients of shifted and ...
5
votes
1
answer
178
views
Compare two Fourier series to depict the signal smoothness
I have several signals, that I am trying to find a metric to compare the signal smoothness.
By signal smoothness I mean, the signal that the distance between the peak to trough become smaller (getting ...
4
votes
1
answer
277
views
DSP interview question: use of the identity in development of a significant transform
I'm preparing interview and found this question. But I don't really understand what is the question. Does it ask about Fourier transform or Z transform?
How the simple identity
$$xy=\frac{1}{2}x^2 + ...
4
votes
1
answer
1k
views
Gibbs phenomenon in Hamming's digital filters
In 'Digital Filters' by Hamming there is a cryptic section where he describes how the Gibbs phenomenon can be viewed as the displacement between the centers of two functions as they are convolved ...
4
votes
2
answers
1k
views
How can understand periodicity of a Signal from frequency domain representation?
Is it possible to say a signal is periodic from its frequency domain representation? A periodic signal is sum of its sinus and cosinus. Frequency translation of sinus and cosinus functions are ...
4
votes
3
answers
9k
views
How to Remove the Periodic Oscillations from a Signal
The task that I have is to remove the annual and semiannual oscillation from a set of temperature measurements, taken over several years, by means of least squares method.
I found the method ...
4
votes
1
answer
182
views
Signal Processing using Fourier Transform
How can I derive the fourier transform of
...
4
votes
2
answers
3k
views
Inverse Fourier transform Of a triangular impulse
I have to find the expression of this graphic and after find the inverse Fourier transform of it. First of all I found that the expression of the graphic is $$ X(f) = \frac{1}{2} tri (\frac{f+f_0}{B}) ...
3
votes
3
answers
366
views
Trying to understand how to get this basic Fourier Series
I'm sorry if this kind of question isn't allowed, but I'm starting to learn Fourier series and I'm still not entirely sure what's going on... in this specific case, I'm trying to find the Continuous ...
3
votes
2
answers
137
views
What to do after this last step?
I am solving a question from book in which I have to use summation. It is as follows:
$$ \frac{1}{10}\sum_{n=0}^{9} e^{-jk\omega_0n} $$
The value of $\omega_0$ is $\frac{2\pi}{10}$.
What I ...
3
votes
6
answers
6k
views
When is the Fourier transform of a signal periodic?
I mean not the time-domain signal being periodic, but the Fourier transform being periodic.
3
votes
2
answers
2k
views
Convolution in frequency domain
Simple math question. The convolution theorem states that multiplication in time domain is equal to convolution in frequency domain and vice versa. There is a condition that the signal has to be ...
3
votes
3
answers
2k
views
integration property of fourier series
Please help me sort this issue out.
The integration property in Fourier series is as follows:
So, for proving the above property, i took this approach:
This is where my doubt is. Some books and ...
3
votes
2
answers
733
views
Fourier series expansion of $\exp[-j2kA\sin(\omega t)]$
I've been going through this paper where we exploit the well known Fourier expansion of the model signal as shown in the image below.
I've never come across this well known fourier expansion before. ...
3
votes
2
answers
378
views
Given the Graph of a Fourier Series $\sum c_k e^{2\pi ikx}$ Find the Graphs of $\sum c_{3k} e^{2\pi ikx}$ and $\sum (c_k)^2 e^{2\pi ikx}$
Define a 1-periodic function on $\mathbb{R}$ by:
$f(x) :=$
$\left\{\begin{matrix}
1 & if & 0<x<\frac{1}{10}\\
0 & if & \frac{1}{10}<x<1
\end{matrix}\right.$
with ...
3
votes
3
answers
3k
views
Periodicity of Fourier series's coefficients
Why exactly continious Fourier-series's coefficients aren't periodic like coefficients of discrete Fourier series (DFS)? $e^{-j2\pi}$ is periodic in both sequences.
3
votes
2
answers
283
views
Why do waveforms that are symmetrical above and below their horizontal centerlines contain no even-numbered harmonics?
All About Circuits site states that waveforms that are symmetrical above and below their horizontal centerlines contain no even-numbered harmonics. Can somebody explain this mathematically, or point ...
3
votes
1
answer
6k
views
Spectrum of Cosine in Complex Form
The complex exponential form of cosine
$$\cos(k \omega t) = \tfrac{1}{2} e^{i k \omega t} + \tfrac{1}{2} e^{-i k \omega t}$$
The trigonometric spectrum of $\cos(k \omega t)$ is single amplitude of ...
3
votes
1
answer
348
views
Fourier Series Coefficients
Question:
The fourier series coefficients is given as:
$$c_k= \begin{cases}
1 \qquad & k \ \text{ even} \\
2 \qquad & k \ \text{ odd} \\
\end{cases}$$
the period of the signal is $T=4$, ...
3
votes
2
answers
1k
views
FFT of SIN waves with different phase delays
I have come across a peculiarity of FFTs which has got me somewhat baffled.
I've simply summed up 101 sine waves and taken the FFT using this matlab script :
...
3
votes
1
answer
4k
views
Proof of the convolution property of Fourier Series in continuous time
I am facing problem in understanding the proof of Convolution property of Fourier Series (FS) in continuous time CT;
that is: $$\mathrm{FS} \big\{x_1(t)\star x_2(t)\big\}=T\sum_{n=-\infty}^{\infty}...
3
votes
1
answer
5k
views
How to do simple extrapolation with Fourier transformation?
I have 1024 sample points, and I would like to do really simple extrapolation using Fourier transformation. First I apply Fast fourier transformation on the data. My first intuition was that I just ...
3
votes
3
answers
3k
views
Calculation of cosine in frequency domain instead of calculatin in time-domain followed by a FFT
I got an $N$, in my case 512, point FFT of a real-valued signal. Based on some calculation in my application I determine the parameters $k \in [1, N-1]$, the number of oscillations per period, $\phi \...
3
votes
1
answer
84
views
Is my solution correct?
$\textbf{Question:}$
$y_a(t)$ is a rectangular waveform defined as:
$$\
y_a(t) =
\begin{cases}
2 &t \in [0,1/25)s\...
3
votes
1
answer
98
views
Fourier coefficients of two discrete-time signals of different periods
I'm trying to understand the Fourier series coefficients of the sum of two discrete-time periodic signals.
Consider two discrete-time periodic signals $x[n]$ and $y[n]$. $x[n]$ has period $N$, its ...
3
votes
1
answer
85
views
The magnitude spectrum of a sharpening filter
I'm trying to derive an expression for the magnitude spectrum of the following sharpening filter.
$$
g(m,n) = \delta(m,n)+\lambda (\delta(m,n) - h(m,n))
$$
where $\lambda$ is some positive constant ...
3
votes
1
answer
111
views
Fourier coefficients of 1/(1+it)
I have to find the Fourier coefficients of $$ \frac{1}{1+ t^{2}} $$ I tried with $$ \frac{1}{T}\int_{0}^{T} \frac{1}{1+it}e^{-i 2 \pi f_0 T } $$ but I should do at least two integrals by parts , so I ...
3
votes
2
answers
4k
views
Finding the fundamental frequency of a periodic signal
Suppose we have the signal $$x(t) = e^{j\omega_1 t} + e^{j\omega_2 t} + e^{j\omega_3 t},$$ where all the frequencies are rationally related (that is, the ratio of any pair of frequencies is a rational ...
3
votes
2
answers
2k
views
A clarinet has no even harmonics. What would produce no odd harmonics?
According to this link, the waveforms of clarinets do not have even-numbered components in their harmonic series:
A closed cylindrical air column will produce resonant standing waves at a ...
3
votes
1
answer
2k
views
What is the physics behind the width of a main lobe?
We know that the square window gives the lowest main lobe width possible, and that other windows after that trade main lobe width for side lobe height. I also understand that the main lobe width is ...
3
votes
1
answer
67
views
Number of zeros of a sum of Shah functions by applying Rice's formula?
There is a Dirac pulse train following the scheme of the Shah function (or $\delta$-cumb function) with its Fourier series of the form:
$$\varsigma(t,T)=\sum_{n=-\infty}^{\infty}\delta (t-nT)=\frac{1}...
3
votes
3
answers
13k
views
The Fourier Series Of This Triangle Wave
I am using matlab to study digital signalling and have come across a problem which i was wondering if anyone with more experience could help me with.
I need to work derive the Fourier series of a ...
3
votes
0
answers
76
views
What happens to sidebands when they enter "negative" frequencies?
I am working with PWM signals. These signals are generated by comparing a modulating (at frequency $f_m$), and a carrier (at frequency $f_c$), as shown in the following image:
In the resulting ...
3
votes
0
answers
94
views
Improving the intuition for the 2d fourier transform
As far as I understand, the 2d fourier transform is calculated as following:
...
2
votes
4
answers
114
views
What is the moment when all oscillators aligned to make a jump called?
Say we have a square wave and its Fourier series. When the wave doesn't jump, its oscillators aren't aligned:
But if they are aligned, the wave will jump:
What is this moment called? They might not ...
2
votes
1
answer
60k
views
Why Fourier series and transform of a square wave are different?
Here is a square-wave presented by Fourier series perspective:
Above coefficients shows that a square-wave is composed of only its odd harmonics.
But here below a square-wave is presented by ...