Questions tagged [fourier-series]

A Fourier series is a decomposition of a periodic function as a linear combination of sines and cosines, or complex exponentials.

If $f$ is a periodic function with period $2\pi$, a Fourier series for $f$ is an expansion of the form $$ f(x) = \frac{a_0} 2 + \sum_{n = 1}^\infty a_n \cos nx + \sum_{n = 1}^\infty b_n \sin nx .$$

This decomposition is useful for solving partial differential equations, and it has important applications in the study of waves.

If $f$ is continuously differentiable, a theorem of Dirichlet states that a Fourier expansion exists where the infinite sums converge uniformly to $f$. Under the weaker assumption that $f \in L^2[0,2\pi]$, there exists a Fourier expansion where the infinite sums converge to $f$ in the $L^2$ sense.

The sines and cosines appearing in the Fourier expansion form an orthogonal basis for $L^2[0,2\pi]$. Therefore, a simple way of evaluating the $a_n$ and $b_n$ coefficients is by orthogonal projection, $$ a_n = \frac 1 \pi \int_0^{2\pi} f(x) \cos nx\ \mathrm dx, \ \ \ \ \ \ \ \ \ b_n = \frac 1 \pi \int_0^{2\pi} f(x) \sin nx\ \mathrm dx.$$

5816 questions
175
votes
7 answers

What is the difference between Fourier series and Fourier transformation?

What's the difference between Fourier transformations and Fourier Series? Are they the same, where a transformation is just used when its applied (i.e. not used in pure mathematics)?
Dean
  • 1,941
61
votes
7 answers

Why do we use trig functions in Fourier transforms, and not other periodic functions?

Why, when we perform Fourier transforms/decompositions, do we use sine/cosine waves (or more generally complex exponentials) and not other periodic functions? I understand that they form a complete basis set of functions (although I don't understand…
54
votes
13 answers

Real world application of Fourier series

What are some real world applications of Fourier series? Particularly the complex Fourier integrals?
51
votes
6 answers

Computing $\zeta(6)=\sum\limits_{k=1}^\infty \frac1{k^6}$ with Fourier series.

Let $ f$ be a function such that $ f\in C_{2\pi}^{0}(\mathbb{R},\mathbb{R}) $ (f is $2\pi$-periodic) such that $ \forall x \in [0,\pi]$: $$f(x)=x(\pi-x)$$ Computing the Fourier series of $f$ and using Parseval's identity, I have computed $\zeta(2)$…
34
votes
2 answers

Is the function $f(x) = \sum_{k=1}^\infty (-1)^{k+1} \sin(x/k)$ bounded on $\mathbb{R}$?

Consider the function $f: \mathbb{R} \to \mathbb{R}$ defined by the series: $$f(x) = \sum_{k=1}^\infty (-1)^{k+1} \sin(x/k)$$ For any fixed $x \in \mathbb{R}$, the series converges by the Alternating Series Test, so the function $f(x)$ is…
31
votes
1 answer

Is $\sin\left(\frac{\pi}{2}\sin\left(\frac{\pi}{2}\cdots\sin x\cdots\right)\right)=\frac4{\pi}\sum\limits_{k=0}^\infty\frac{\sin(2k+1)x}{2k+1}$?

We can see intuitively that $$ f(x)=\sin\left(\frac{\pi}{2}\sin\left(\frac{\pi}{2}\sin\left(\frac{\pi}{2}\cdots\sin{x}\cdots\right)\right)\right) $$ is the square wave with period $2\pi$ and has the value $0$ at the jumps,…
31
votes
6 answers

Can a non-periodic function have a Fourier series?

Consider two periodic functions. Assume their sum is not periodic. The periodic functions can be represented by a Fourier series. If you add up the Fourier series, you get a series that represents their sum. But their sum is not periodic, yet you…
30
votes
5 answers

Why do Fourier Series work?

I would like to have an intuitive understanding of Fourier Series. I mean, I know the formulas: $$ f(t) =\frac{a_0}{2}+\sum_{n=1}^\infty a_n\cos(n\pi tL)+\sum_{n=1}^\infty b_n \sin(n\pi tL) $$ And given a Wave, I know how to do the calculations,…
Lucas
  • 401
27
votes
2 answers

On the vector spaces of Taylor Series and Fourier Series

Taylor series expansion of function, $f$, is a vector in the vector space with basis: $\{(x-a)^0, (x-a)^1, (x-a)^3, \ldots, (x-a)^n, \ldots\}$. This vector space has a countably infinite dimension. When $f$ is expressed as linear combination of the…
26
votes
3 answers

Accessible proof of Carleson's $L^2$ theorem

Lennart Carleson proved Luzin's conjecture that the Fourier series of each $f\in L^2(0,2\pi)$ converges almost everywhere. Also, Richard Hunt extended the result to $L^p$ ($p>1$). Some time ago I tried to read Carleson's paper, but I would say it is…
25
votes
4 answers

"Every function can be represented as a Fourier series"?

It seems that some, especially in electrical engineering and musical signal processing, describe that every signal can be represented as a Fourier series. So this got me thinking about the mathematical proof for such argument. But even after going…
mavavilj
  • 7,472
24
votes
3 answers

Is Fourier series an "inverse" of Taylor series?

I've understood Taylor series as being the representation of a "transcendental" function, using power functions with coefficents represented by appropriate derivatives. (Or maybe it is the MacLauren series, where $\cos x=…
24
votes
3 answers

Real-valued 2D Fourier series?

For a (well-behaved) one-dimensional function $f: [-\pi, \pi] \rightarrow \mathbb{R}$, we can use the Fourier series expansion to write $$ f(x) = \frac{a_0}{2} + \sum_{n=1}^{\infty} \left( a_n \cos(nx) + b_n\sin(nx) \right)$$ For a function of two…
Benno
  • 1,696
23
votes
2 answers

Why is this allowed? ("Fourier's Trick"; finding the coefficients in a Fourier Series)

In my textbook (Introduction to Electrodynamics, D. Griffiths), we derive the equation for some strange potential function. Eventually, we get to this (for $n \in \mathbb{Z}^+$): $$ V_0(y) = \sum_{n=0}^{\infty} C_n\sin{\frac{n\pi}{a}y}…
1
2 3
99 100