Carleson measure spaces with variable exponents and their applications
Jian Tan

TL;DR
This paper introduces variable exponent Carleson measure spaces and demonstrates their duality with variable Hardy spaces, establishing equivalences with other variable exponent function spaces and proving boundedness of certain operators.
Contribution
It develops the theory of Carleson measure spaces with variable exponents, including duality, space equivalences, and operator boundedness, extending classical analysis to variable exponent settings.
Findings
Dual space of $H^{p( ext{·})}$ is $CMO^{p( ext{·})}$.
$CMO^{p( ext{·})}$ coincides with Campanato and Hölder-Zygmund spaces with variable exponents.
Boundedness of Calderón-Zygmund operators on $CMO^{p( ext{·})}$.
Abstract
In this paper, we introduce the Carleson measure spaces with variable exponents . By using discrete LittlewoodPaleyStein analysis as well as Frazier and Jawerth's transform in the variable exponent settings, we show that the dual space of the variable Hardy space is . As applications, we obtain that Carleson measure spaces with variable exponents , Campanato space with variable exponent and H\"older-Zygmund spaces with variable exponents coincide as sets and the corresponding norms are equivalent. Via using an argument of weak density property, we also prove the boundedness of Calder\'{o}n-Zygmund singular integral operator acting on .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Harmonic Analysis Research · Advanced Banach Space Theory · Holomorphic and Operator Theory
Carleson measure spaces with variable exponents and their applications
Jian Tan
College of Science, Nanjing University of Posts and Telecommunications, Nanjing 210023, China.
[email protected]; [email protected];
Abstract.
In this paper, we introduce the Carleson measure spaces with variable exponents . By using discrete LittlewoodPaleyStein analysis as well as Frazier and Jawerth’s transform in the variable exponent settings, we show that the dual space of the variable Hardy space is . As applications, we obtain that Carleson measure spaces with variable exponents , Campanato space with variable exponent and Hölder-Zygmund spaces with variable exponents coincide as sets and the corresponding norms are equivalent. Via using an argument of weak density property, we also prove the boundedness of Calderón-Zygmund singular integral operator acting on .
Key words and phrases:
Carleson measure spaces, variable exponents, dual spaces, singular integrals
2010 Mathematics Subject Classification:
42B25, 42B35, 46E30.
1. Introduction
The Hardy and spaces have been playing a crucial role in modern harmonic analysis since the early groundbreaking work in Hardy space theory came from Coifman, Fefferman, Stein and Weiss in [1, 2, 10]. In [10], Fefferman and Stein obtained that the space of functions of bounded mean oscillation, , is the dual space of the Hardy space and that the space can be characterized by Carleson measure, which suggests that one could use the generalized Carleson measure to characterize the dual of the Hardy space. For this purpose, we introduce the Carleson measure spaces that generalize and . Note that Carleson measure spaces have been studied in [15, 17, 18, 20, 22]. However, the theory of Carleson measure spaces is still unknown in the variable exponent settings.
The main goal of this paper is to develop a complete theory for the dual spaces of variable Hardy spaces . Before stating our main results, we begin with the definition of Lebesgue and Hardy spaces with variable exponent and some notations.
For any Lebesgue measurable function and for any measurable subset , we denote and Especially, we denote and . Let : be a measurable function with and be the set of all these .
Definition 1.1**.**
[3, 9, 23] Let be a Lebesgue measurable function. The variable Lebesgue space consisits of all Lebesgue measurable functions , for which the quantity is finite for some and
[TABLE]
We also recall the following class of exponent function, which can be found in [8]. Let be the set of such that the Hardy-littlewood maximal operator is bounded on . An important subset of is condition.
In the study of variable exponent function spaces it is common to assume that the exponent function satisfies condition. We say that , if satisfies
[TABLE]
and
[TABLE]
It is well known that if Denote by the collection of rapidly decreasing function on . Also, denote by the functions satisfying for all muti-indices and its topological dual space. For , we recall the definition of the Littlewood-Paley-Stein square function
[TABLE]
and the discrete Littlewood-Paley-Stein square function
[TABLE]
where denote dyadic cubes in with side-lengths and the lower left-corners of are . We also recall the definition of variable Hardy spaces as follows.
Definition 1.2**.**
([5, 24]) Let , , and , . Denote by the grand maximal operator given by for any fixed large integer , where . The variable Hardy space is the set of all , for which the quantity
[TABLE]
Throughout this paper, or denotes a positive constant that may vary at each occurrence but is independent to the main parameter, and means that there are constants and independent of the the main parameter such that . Given a measurable set , denotes the Lebesgue measure and means the characteristic function. We also use the notations and . Fix an integer A function on is called a -atom, if there exists a cube such that ; ; . We say that a cube is dyadic if for some , some fixed positive large integer and . Denote by the side length of . Denote by the left lower corner of and by is any point in when . For any function defined on , and , set
[TABLE]
The remainder of this paper is organized as follows. In Section 2 we introduce the precise definition of the Carleson measure space and establish the Plancherel-Pôlya inequality for such space. In Section 3, we introduce sequence spaces with variable exponents and and obtain the duality of the variable Hardy space with by a constructive proof, which is the heart of the present paper. We show that Carleson measure spaces with variable exponents , Campanato space with variable exponent and Hölder-Zygmund spaces with variable exponents coincide as sets and the corresponding norms are equivalent in Section 4. In Section 5, we discuss the boundedness of Calderón-Zygmund singular integral operators on via using an argument of weak density property.
2. Carleson measure space with variable exponent
In this section, we introduce the Carleson measure space . To set notation, let satisfy
[TABLE]
First we recall the well-known discrete Calderón identity introduced by Frazier and Jawerth [11].
Lemma 2.1**.**
Let satisfy (2.1). Then
[TABLE]
where the series converges in for all . Furthermore, the convergence of the right-hand, as well as the equality, is in .
We would like to point out that functions used in the discrete Calderón identity do not have compact support. To prove the main result, we will also need the following new discrete Calderón-type identity, which, for the setting of spaces of homogeneous type, was first used in [7].
Lemma 2.2**.**
[25]** Suppose that . Let be Schwartz functions with support on the unit ball satisfying the conditions: for all ,
[TABLE]
and for all . Then for all , , there exists a function with
[TABLE]
such that for some large integer depending on and ,
[TABLE]
where the series converges in both norms of and .
We also recall the key estimate for norms of characteristic functions on variable Lebesgue spaces.
Lemma 2.3** ([16]).**
*Let , then there exist constant such that for all balls in and all measurable subsets ,
[TABLE]
.
We also need the following generalized Hölder inequality on variable Lebesgue spaces.
Lemma 2.4**.**
[3, 27]** Given exponent function define by
[TABLE]
where Then for all and and
[TABLE]
Now we recall the following boundedness of the vector-valued maximal operator .
Lemma 2.5**.**
[4]** Let . Then for any , , ,
[TABLE]
where .
We now introduce a new space as follows.
Definition 2.6**.**
Let satisfy (2.1), and . The Carleson measure space is the collection of all fulfilling
[TABLE]
The definition of is independent of the choice of due to the following Plancherel-Pôlya inequality for .
Theorem 2.7**.**
Let and be any kernel functions satisfying (2.1), and , . Then for all ,
[TABLE]
Proof.
For any , we recall a wavelet Calderón reproducing formula developed by Deng and Han [7],
[TABLE]
where the series converges in , and . Then we rewrite as
[TABLE]
Here and below, we will apply the almost orthogonal estimate which can be found in many monographs. For example, please see [13] for more details. To be more precise, for any given positive integers and satisfying cancellation conditions, then
[TABLE]
Using the inequality , for any given positive integers , we obtain
[TABLE]
Therefore,
[TABLE]
Through the proof, and always denote the dyadic cubes with side length and , respectively. Hence, for ,
[TABLE]
Thus, applying Hölder’s inequality yields
[TABLE]
Observe that
[TABLE]
Since can be replaced by any point in in the discrete Calderón identity, by Hölder’s inequality we get that
[TABLE]
Given a dyadic cube with , we obtain
[TABLE]
To prove the desired result, it suffices to set in the term . Furthermore, can be decomposed as
[TABLE]
Observe that
[TABLE]
Thus,
[TABLE]
where the first inequality follows from the estimate .
Next we decompose the set of dyadic cubes into . Namely, for each ,
[TABLE]
where and denote the center of and , respectively. Then, we obtain
[TABLE]
Observe that for each and there are at most cubes in . Hence,
[TABLE]
Now we deal with . Since for every integer , we denote
[TABLE]
Let
[TABLE]
and
[TABLE]
for . We rewrite
[TABLE]
There are at most dyadic cubes for . We can choose such that and . Therefore,
[TABLE]
By Lemma 2.3, we have
[TABLE]
Set and . Observe that
[TABLE]
and
[TABLE]
Then we get
[TABLE]
The proof of the Plancherel-Pôlya inequality for is complete. ∎
By Theorem 2.7, we immediately obtain the following discrete version of .
Corollary 2.8**.**
Let be any kernel functions satisfying (2.1), and , . Then for all ,
[TABLE]
where is any fixed point in .
3. Duality of and
Define a linear map by
[TABLE]
and another linear map by
[TABLE]
For , define a linear functional by
[TABLE]
for .
We now state the following main result in this section.
Theorem 3.1**.**
*Suppose that , . The dual of is in the following sense.
(1) For , the linear functional , defined initially on , extends to a continuous linear functional on with .*
(2) Conversely, every continuous linear functional on satisfies for some with .
To prove this theorem, we first introduce sequence spaces with variable exponents. For , , the sequence space consists all complex-value sequences
[TABLE]
the sequence space consists all complex-value sequences
[TABLE]
We mention that, the sequence spaces and were first introduced by Frazier and Jawerth ([12]), was introduced by Lee et al ([18]), the sequence space corresponding to the space was introduced by Yang et al. ([29]). We also remark that Zhuo, Yang and Liang ([30]) showed that Carleson measure characterizations are presented for the dual space of . However, the main results and the methods used in our paper are quite different. In order to prove our main result in this section, we need the following lemma.
Lemma 3.2** ([24]).**
Assume that . For sequences of scalars and sequences of atoms , we have
[TABLE]
where
[TABLE]
To prove Theorem 3.1, we also need the following two propositions.
Proposition 3.3**.**
Suppose that , and satisfy (2.1). The linear operator and , respectively, are bounded. Furthermore, is the identity on .
Proposition 3.4**.**
Suppose that , and satisfy (2.1). The linear operator and , respectively, are bounded. Furthermore, is the identity on .
Assume the above two propositions first, then we return the proof of Theorem 3.1.
Proof of Theorem 3.1. By Lemma 2.2, for all
[TABLE]
where the series also converges in and is defined in Lemma 2.2. Let and . Define a linear functional on by
[TABLE]
Now we need the maximal square function defined by
[TABLE]
Set
[TABLE]
and
[TABLE]
where is the Hady-Littlewood maximal operator. Then . By the boundedness of , Denote
[TABLE]
Following the discrete Calderón reproducing formula and denoting are maximal dyadic cubes in , we rewrite
[TABLE]
From Corollary 2.8 and the Hölder inequality, it follows that
[TABLE]
We denote that
[TABLE]
Then
[TABLE]
where
[TABLE]
Here we have established the atomic decomposition for . In fact, from the definition of and the support of , we get that is supported in .
We claim that
[TABLE]
To prove the claim, we first observe that when
[TABLE]
Note that , when . Since for each and , for all we have
[TABLE]
Applying Lemma 2.5, we have that
[TABLE]
Observing that and , then for we have
[TABLE]
By repeating the similar argument in the proof of [25, Theorem 1.1], we have
[TABLE]
Therefore, we have proved the claim. Moreover, we can obtain that every is a atom.
Therefore,
[TABLE]
This shows that and
[TABLE]
Conversely, we first prove that every continuous linear functional on satisfies for some with . For , let . Fix a dyadic cube in . Let be the sequence space consisting of , and define a counting measure on dyadic cubes by .
Then
[TABLE]
Choose that such that . By Lemma 2.4 and Lemma 2.3 and the Hölder inequality, we have
[TABLE]
Then,
[TABLE]
[TABLE]
Thus,
[TABLE]
Then let and define . By proposition 3.3, . Thus, there exists such that
[TABLE]
and . For , we have
[TABLE]
Thus, for and letting ,
[TABLE]
Observe that and . Then we have,
[TABLE]
Therefore, by Proposition 3.4
[TABLE]
and the proof is complete.
Before we give the proofs to the above two propositions, we need the following equivalent characterizations of , which, for the case of inhomogeneous variable Hardy spaces, was studied in [26].
Lemma 3.5**.**
[25]** Let . Then for all ,
[TABLE]
We now are ready to prove Proposition 3.3 and 3.4.
Proof of Proposition 3.3. By Lemma 3.5, for ,
[TABLE]
For ,
[TABLE]
The rest of the proof is closely related to [25, Proposition 2.3], that is, it follows the similar routine as the proof of [25, Proposition 2.3]. Namely, by the almost-orthogonality estimates, the estimate in [12, pp. 147, 148], Hölder’s inequality and the Fefferman-Stein vector-valued maximal function inequality in Proposition 2.5, we get
[TABLE]
Finally, it is easy to check that from the discrete Calderón identity introduced by Frazier and Jawerth in Lemma 2.1, is the identity on .
Proof of Proposition 3.4. For any , applying Corollary 2.8 yields
[TABLE]
For ,
[TABLE]
The rest of this proof is similar to that of Theorem 2.7. A same argument as the proof of Theorem 2.7, we have
[TABLE]
Finally, by Lemma 2.1 we can easily get that from the Calderón reproducing formula is the identity operator on .
4. The Equivalence of
In this section, we will see that Carleson measure spaces with variable exponents , Campanato space with variable exponent and Hölder-Zygmund spaces with variable exponents coincide as sets and the corresponding norms are equivalent.
We first recall some definitions and lemmas below in [24]. Recall that the definition of atomic Hardy space with variable exponent . Let and . The function space is defined to be the set of all distributions which can be written as in , where with the quantities
[TABLE]
One define
[TABLE]
Let and . It is well known that
[TABLE]
We also recall the notion of the Campanato space with variable exponent . Write that is the set of all polynomials having degree at most .
Definition 4.1**.**
Let , be a nonnegative integer and . Then the Campanato space with variable exponent is defined to be the set of all such that
[TABLE]
where denotes the unique polynomial such that, for all ,
Let be all the set of all functions with compact support. For a nonnegative integer , let
[TABLE]
Lemma 4.2**.**
*Suppose that , , and is a nonnegative integer such that . The dual of , denoted by is in the following sense.
(1) For any , the linear functional , defined initially on , has a bounded extension on with .*
(2) Conversely, every continuous linear functional on satisfies for some with .
Define to be a difference operator, which is defined inductively by
[TABLE]
Definition 4.3**.**
Let , and . Then the Hölder-Zygmund spaces with variable exponents, , is defined to be the set of all continuous functions such that
[TABLE]
where .
Note that we still use to denote the above function space modulo the polynomials of degree .
Lemma 4.4**.**
*Suppose that , . Then the function spaces and are isomorphic in the following sense.
-
For any we have .
-
Any element in has a continuous representative. Moreover, whenever continuous functions , then and we have .*
Now we state the main result in this section.
Theorem 4.5**.**
Suppose that , , and is a nonnegative integer such that . Then Carleson measure spaces with variable exponents , Campanato space with variable exponent and Hölder-Zygmund spaces with variable exponents coincide as sets and
[TABLE]
Proof.
Applying Theorem 3.1 and Lemma 4.2 yields
[TABLE]
Assume that is sufficiently large and . Then by [24, Theorem 4.6] we have
[TABLE]
with . For any given , we see that is a linear and continuous on . That is, implies . On the other hand, for any , we have . Then we have . So is also a linear and continuous on and . Therefore,
[TABLE]
Moreover,
[TABLE]
Similarly, we also have
[TABLE]
and
[TABLE]
Thus, and coincide as sets and
[TABLE]
According to [30, Corollary 2.22], for any , if and only if and
[TABLE]
Furthermore, by Lemma 4.4, and are isomorphic and
[TABLE]
Combining both (4.1), (4.2) and (4.3), we immediately obtain that
[TABLE]
This proves Theorem 4.5. ∎
5. Applications
In this section we show that Calderón-Zygmund singular integral operators are bounded on via using an argument of weak density property. Note that the weak density property is very useful when we deal with the bounedness of operators on Carleson measure type spaces or Lipschitz type spaces (see [14, 19, 20, 22, 28]). First we recall some necessary notations and definitions.
We say is a standard kernel, if it is defined for , and satisfies the following weaker version of the differential inequalities:
[TABLE]
if ,
[TABLE]
and if ,
[TABLE]
where . We denote .
When , if , then
[TABLE]
That is, for any
[TABLE]
Suppose that is bounded on . The relation between and is that has compact support, then, outside the support of , the distribution agrees with the function
[TABLE]
Then is Calderón-Zygmund operator. We denote .
The adjoint operator is defined by
[TABLE]
It is associated with the standard kernel .
Note that can be extended to a bounded linear operator on for all , when , and that its adjoint also can be extended to a bounded linear operator on for all , when , for a proof, see [6, Section 10, Theorem 1.1]. By repeating the similar argument to the proof of [24, Theorem 5.5], we can prove the following result:
Proposition 5.1**.**
Suppose that , and . If , then is a bounded linear operator on . Similarly, if , then is a bounded linear operator on .
Our main result in this section is the following theorem.
Theorem 5.2**.**
Suppose that , and . If , then admits a bounded extension from to itself.
The following proposition on the weak density property for plays a key role in the proof of Theorem 5.2.
Proposition 5.3**.**
Let and . If , then there exist a sequence such that converges to in the distribution sense. Furthermore,
[TABLE]
Proof.
By Lemma 2.1, we have the following Caldrón identity
[TABLE]
The partial sum of the above series will be denoted by and is given by
[TABLE]
Then we claim that
[TABLE]
In fact, applying the fact that proved in Theorem 2.7 yields that
[TABLE]
For any , we obtain that
[TABLE]
Thus, and converges to in the distribution sense.
To conclude the proof, note that
[TABLE]
and by Corollary 2.8, it follows that
[TABLE]
Again applying the almost orthogonal estimate and Corollary 2.8, for any we have .
Therefore, the proof of Proposition 5.3 is completed. ∎
Now we prove of Theorem 5.2.
Proof of Theorem 5.2. First we show that the Calderón-Zygmund operator is a bounded operator on . Applying Theorem 3.1 and Proposition 5.1 yield that
[TABLE]
That is, for each , is a continuous linear functional on . Since is dense in , can be extended to a continuous linear functional on with
[TABLE]
Conversely, by Theorem 3.1 again, there exists such that for with
[TABLE]
Thus,
[TABLE]
Next we extend this result to via an argument of weak density property. Suppose that . By Proposition 5.3, we can choose a sequence with
[TABLE]
such that converges to in the distribution sense. Therefore, for , define
[TABLE]
In fact, we have , where and belong to . By Proposition 5.1, we have . Applying Proposition 5.3 again, we get that
[TABLE]
as . Therefore, is well defined and
[TABLE]
for any and . Then by Fatou’s Lemma, for each dyadic cube in ,
[TABLE]
Hence,
[TABLE]
This completes this proof.
As a corollary, we obtain that the convolution type Calderón-Zygmund singular integrals are bounded on .
Corollary 5.4**.**
Assume that and . Let and
[TABLE]
Define a convolution operator by
[TABLE]
Then admits a bounded extension from to itself.
Combining both Theorems 4.5 and Theorem 5.2, we also have the following corollary.
Corollary 5.5**.**
Suppose that . Let , , and is a nonnegative integer such that . If , then can be extended to a bounded operator on or .
Acknowledgements
The project is sponsored by Natural Science Foundation of Jiangsu Province of China (grant no. BK20180734), Natural Science Research of Jiangsu Higher Education Institutions of China (grant no. 18KJB110022) and Nanjing University of Posts and Telecommunications Science Foundation (grant no. NY217151).
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] R. Coifman, A real variable characterization of H p superscript 𝐻 𝑝 H^{p} , Studia Math. 51 (1974), 269-274.
- 2[2] R. Coifman and G. Weiss, Extensions of Hardy spaces and their use in analysis, Bull. Amer. Math. Soc. 83 (1977), no. 4, 569-645.
- 3[3] D. Cruz-Uribe and A. Fiorenza, Variable Lebesgue Spaces: Foundations and Harmonic Analysis , Birkhäuser, Basel, 2013.
- 4[4] D. Cruz-Uribe, A. Fiorenza, J. Martell and C. Pérez, The boundedness of classical operators on variable L p superscript 𝐿 𝑝 L^{p} spaces , Ann. Acad. Sci. Fenn. Math., 31 (2006), 239–264.
- 5[5] D. Cruz-Uribe and L. Wang, Variable Hardy spaces , Indiana Univ. Math. J., 63 (2014), no. 2, 447–493.
- 6[6] D. Deng, Y.-S. Han, Theory of H p superscript 𝐻 𝑝 H^{p} spaces. Peking University Press, Beijing, 1992.
- 7[7] D. Deng, Y.-S. Han, Harmonic analysis on spaces of homogeneous type. Lecture Notes in Mathematics, 1966. Springer-Verlag, Berlin, 2009.
- 8[8] L. Diening, Maximal function on Musielak-Orlicz spaces and generalized Lebesgue spaces, Bull. Sci. Math. 129 (2005), no. 8, 657-700.
