The Wiener algebra and Wiener’s lemma
1 Introduction
Let . For we define
For , we define
, and satisfies Young’s inequality
With convolution as the operation, is a commutative Banach algebra.
For , we define by
We define to be the collection of those such that as . For , the Riemann-Lebesgue lemma tells us that .
We define to be the set of functions such that
For , we define
, and satisfies Young’s inequality
is a commutative Banach algebra, with unity
For and we define by
For , we define to be the collection of those functions such that
For , we define
2 Total variation
For , we define
If then we say that is of bounded variation, and we define to be the set of functions of bounded variation. We define
This is a norm on , with which is a Banach algebra.11 1 N. L. Carothers, Real Analysis, p. 206, Theorem 13.4.
Theorem 1.
If , then
Proof.
Integrating by parts,
hence
∎
3 Absolutely convergent Fourier series
Suppose that and that . For ,
and because it follows that converges to some . We check that for almost all .
We define to be the collection of those such that , and we define
is a commutative Banach algebra, with unity , and the Fourier transform is an isomorphism of Banach algebras . We call the Wiener algebra. The inclusion map has norm .
Theorem 2.
If is absolutely continuous, then
Proof.
Because is absolutely continuous, the fundamental theorem of calculus tells us that . Doing integration by parts, for we have
The Riemann-Lebesgue lemma tells us that , so
∎
Theorem 3.
If is absolutely continuous and , then
Proof.
First,
Next, because is absolutely continuous, by the fundamental theorem of calculus we have , and for ,
Using the Cauchy-Schwarz inequality, and since ,
By Parseval’s theorem we have , completing the proof. ∎
We now prove that if , then , and the inclusion map is a bounded linear operator.22 2 Yitzhak Katznelson, An Introduction to Harmonic Analysis, third ed., p. 34, Theorem 6.3.
Theorem 4.
If , then , and for any we have
with
Proof.
For and , we define
which satisfies, for ,
Thus
(1) |
For and for such that , let
Then
If this implies that
and so
and if this implies that
and so
This gives us
Using (1) and Parseval’s theorem we have
and thus
Furthermore, for we have , so
By the Cauchy-Schwarz inequality, because there are nonzero terms in ,
Then, since ,
As
we have for all that
completing the proof. ∎
We now prove that if , then .33 3 Yitzhak Katznelson, An Introduction to Harmonic Analysis, third ed., p. 35, Theorem 6.4.
Theorem 5.
If and , then
and .
Proof.
For and ,
As , , hence
∎
4 Wiener’s lemma
For , using the product rule we check that is a Banach algebra with the norm
If and for all , then the quotient rule tells us that
using which we get . That is, if does not vanish then .
If is a commutative unital Banach algebra, a multiplicative linear functional on is a nonzero algebra homomorphism , and the collection of multiplicative linear functionals on is called the maximal ideal space of . The Gelfand transform of is defined by
It is a fact that is invertible if and only if for all , i.e., is invertible if and only if does not vanish.
We now prove that if and does not vanish, then is invertible in . We call this statement Wiener’s lemma.44 4 Yitzhak Katznelson, An Introduction to Harmonic Analysis, third ed., p. 239, Theorem 2.9.
Theorem 6 (Wiener’s lemma).
If and for all , then .
Proof.
Let be a multiplicative linear functional. The fact that is a multiplicative linear functional implies that . Define , , for which . We define , which satisfies
and because we have and
hence . Then there is some such that . For ,
If is a trigonometric polynomial, then
(2) |
For , if , then there is some such that . Using (2) and the fact that ,
Because this is true for all , it follows that .
Let be the maximal ideal space of . Then for there is some such that , hence, because for all ,
That is, does not vanish, and therefore is invertible in . It is then immediate that for all , completing the proof. ∎
The above proof of Wiener’s lemma uses the theory of the commutative Banach algebras. The following is a proof of the theorem that does not use the Gelfand transform.55 5 Karlheinz Gröchenig, Wiener’s Lemma: Theme and Variations. An Introduction to Spectral Invariance and Its Applications, p. 180, §5.2.4, in Brigitte Forster and Peter Massopust, eds., Four Short Courses on Harmonic Analysis, pp. 175–234.
Proof.
Because , defined by , , belongs to . Let
which satisfies for all . As , to show that it suffices to show that .
Because is continuous and for all ,
if then , and indeed . Otherwise, . This implies that is invertible in the Banach algebra and that in . Let .
For , there is some such that . Now, if is a trigonometric polynomial of degree then using the Cauchy-Schwarz inequality and Parseval’s theorem,
Furthermore, for , is a trigonometric polynomial of degree . The binomial theorem tells us, with and ,
and using this and ,
Because
we have
Take some , so that . Then with ,
where is the Lerch transcendent. This implies that the the series converges in . We check that is the inverse of , namely, is invertible in , proving the claim. ∎
5 Spectral theory
Suppose that is a commutative Banach algebra with unity . We define to be the collection of those such that is invertible in . It is a fact that is an open subset of . We define
called the spectrum of . It is a fact that is a nonempty compact subset of .
If are Banach algebras with unity , we say that is inverse-closed in if and together imply that .66 6 Karlheinz Gröchenig, Wiener’s Lemma: Theme and Variations. An Introduction to Spectral Invariance and Its Applications, p. 183, §5.2.5, in Brigitte Forster and Peter Massopust, eds., Four Short Courses on Harmonic Analysis, pp. 175–234.
Lemma 7.
Suppose that are Banach algebras with unity . The following are equivalent:
-
1.
is inverse-closed in .
-
2.
for all .
Proof.
Assume that is inverse-closed in and let . If then , hence . Therefore . If then . That is, . Because is inverse-closed in and , we get . Thus , and therefore . We thus have obtained .
Assume that for all , . Suppose that and . That is, , so . Then , meaning that . ∎
are Banach algebras with unity . Wiener’s lemma states that is inverse-closed in . It is apparent that for , . Therefore, Lemma 7 tells us for that .
The Wiener-Lévy theorem states that if , is an open set containing , and is holomorphic, then .77 7 Karlheinz Gröchenig, Wiener’s Lemma: Theme and Variations. An Introduction to Spectral Invariance and Its Applications, p. 187, Theorem 5.16, in Brigitte Forster and Peter Massopust, eds., Four Short Courses on Harmonic Analysis, pp. 175–234; Walter Rudin, Fourier Analysis on Groups, Chapter 6; N. K. Nikolski (ed.), Functional Analysis I, p. 235; V. P. Havin and N. K. Nikolski (eds.), Commutative Harmonic Analysis II, p. 240, §7.7. In particular, if does not vanish, then is an open set containing and is a holomorphic function on , and hence belongs to , which is the statement of Wiener’s lemma.