Skip to content
Surf Wiki
Save to docs
general/real-analysis

From Surf Wiki (app.surf) — the open knowledge base

Wiener's Tauberian theorem


In mathematical analysis, Wiener's Tauberian theorem is any of several related results proved by Norbert Wiener in 1932. They provide a necessary and sufficient condition under which any function in L^1 or L^2 can be approximated by linear combinations of translations of a given function.

Informally, if the Fourier transform of a function f vanishes on a certain set Z, the Fourier transform of any linear combination of translations of f also vanishes on Z. Therefore, the linear combinations of translations of f cannot approximate a function whose Fourier transform does not vanish on Z.

Wiener's theorems make this precise, stating that linear combinations of translations of f are dense if and only if the zero set of the Fourier transform of f is empty (in the case of L^1) or of Lebesgue measure zero (in the case of L^2).

Gelfand reformulated Wiener's theorem in terms of commutative C*-algebras, when it states that the spectrum of the L^1 group ring L^1(\mathbb{R}) of the group \mathbb{R} of real numbers is the dual group of \mathbb{R}. A similar result is true when \mathbb{R} is replaced by any locally compact abelian group.

Introduction

A typical Tauberian theorem is the following result, for f\in L^1(0,\infty). If:

  1. f(x)=O(1) as x\to\infty
  2. \frac1x\int_0^\infty e^{-t/x}f(t),dt \to L as x\to\infty, then :\frac1x\int_0^xf(t),dt \to L.

Generalizing, let G(t) be a given function, and P_G(f) be the proposition :\frac1x\int_0^\infty G(t/x)f(t),dt \to L. Note that one of the hypotheses and the conclusion of the Tauberian theorem has the form P_G(f), respectively, with G(t)=e^{-t} and G(t)=1_{[0,1]}(t). The second hypothesis is a "Tauberian condition".

Wiener's Tauberian theorems have the following structure: :If G_1 is a given function such that W(G_1), P_{G_1}(f), and R(f), then P_{G_2}(f) holds for all "reasonable" G_2. Here R(f) is a "Tauberian" condition on f, and W(G_1) is a special condition on the kernel G_1. The power of the theorem is that P_{G_2}(f) holds, not for a particular kernel G_2, but for all reasonable kernels G_2.

The Wiener condition is roughly a condition on the zeros the Fourier transform of G_2. For instance, for functions of class L^1, the condition is that the Fourier transform does not vanish anywhere. This condition is often easily seen to be a necessary condition for a Tauberian theorem of this kind to hold. The key point is that this easy necessary condition is also sufficient.

The condition in {{math|''L''1}}

Let f\in L^1(\mathbb{R}) be an integrable function. The span of translations f_a(x) = f(x+a) is dense in L^1(\mathbb{R}) if and only if the Fourier transform of f has no real zeros.

Tauberian reformulation

The following statement is equivalent to the previous result, and explains why Wiener's result is a Tauberian theorem:

Suppose the Fourier transform of f\in L^1 has no real zeros, and suppose the convolution fh tends to zero at infinity for some h\in L^\infty. Then the convolution gh tends to zero at infinity for any g\in L^1.

More generally, if

: \lim_{x \to \infty} (f*h)(x) = A \int f(x) ,dx

for some f\in L^1 the Fourier transform of which has no real zeros, then also

: \lim_{x \to \infty} (g*h)(x) = A \int g(x) ,dx

for any g\in L^1.

Discrete version

Wiener's theorem has a counterpart in l^1(\mathbb{Z}): the span of the translations of f\in l^1(\mathbb{Z}) is dense if and only if the Fourier transform

:\varphi(\theta) = \sum_{n \in \mathbb{Z}} f(n) e^{-in\theta} ,

has no real zeros. The following statements are equivalent version of this result:

  • Suppose the Fourier transform of f\in l^1(\mathbb{Z}) has no real zeros, and for some bounded sequence h the convolution fh tends to zero at infinity. Then gh also tends to zero at infinity for any g\in l^1(\mathbb{Z}).
  • Let \varphi be a function on the unit circle with absolutely convergent Fourier series. Then 1/\varphi has absolutely convergent Fourier series if and only if \varphi has no zeros.

showed that this is equivalent to the following property of the Wiener algebra A(\mathbb{T}), which he proved using the theory of Banach algebras, thereby giving a new proof of Wiener's result:

  • The maximal ideals of A(\mathbb{T}) are all of the form
## The condition in {{math|''L''<sup>2</sup>}} Let f\in L^2(\mathbb{R}) be a square-integrable function. The span of translations f_a(x) = f(x+a) is dense in L^2(\mathbb{R}) if and only if the real zeros of the Fourier transform of f form a set of zero Lebesgue measure. The parallel statement in l^2(\mathbb{Z}) is as follows: the span of translations of a sequence f\in l^2(\mathbb{Z}) is dense if and only if the zero set of the Fourier transform :\varphi(\theta) = \sum_{n \in \mathbb{Z}} f(n) e^{-in\theta} has zero Lebesgue measure. ## Notes ## References - - - - ## References 1. See {{harvtxt. Wiener. 1932. 2. see {{harvtxt. Rudin. 1991. 3. [[G H Hardy]]. "Divergent series". ::callout[type=info title="Wikipedia Source"] This article was imported from [Wikipedia](https://en.wikipedia.org/wiki/Wiener's_Tauberian_theorem) and is available under the [Creative Commons Attribution-ShareAlike 4.0 License](https://creativecommons.org/licenses/by-sa/4.0/). Content has been adapted to SurfDoc format. Original contributors can be found on the [article history page](https://en.wikipedia.org/wiki/Wiener's_Tauberian_theorem?action=history). ::
Want to explore this topic further?

Ask Mako anything about Wiener's Tauberian theorem — get instant answers, deeper analysis, and related topics.

Research with Mako

Free with your Surf account

Content sourced from Wikipedia, available under CC BY-SA 4.0.

This content may have been generated or modified by AI. CloudSurf Software LLC is not responsible for the accuracy, completeness, or reliability of AI-generated content. Always verify important information from primary sources.

Report