Fourier Multipliers on Anisotropic Mixed-Norm Spaces of Distributions
Galatia Cleanthous, Athanasios G. Georgiadis, Morten Nielsen

TL;DR
This paper introduces a new Hormander type condition for Fourier multipliers on anisotropic mixed-norm distribution spaces, establishing boundedness, continuity, and norm equivalences in various anisotropic function spaces.
Contribution
It develops a generalized Hormander condition for anisotropic mixed-norm spaces and proves boundedness and continuity of Fourier multipliers in these settings.
Findings
Boundedness of Fourier multipliers on anisotropic Besov and Triebel-Lizorkin spaces.
Continuity results for operators on mixed Sobolev and Lebesgue spaces.
Establishment of lifting properties and equivalent norms in anisotropic distribution spaces.
Abstract
A new general Hormander type condition involving anisotropies and mixed norms is introduced, and boundedness results for Fourier multi- pliers on anisotropic Besov and Triebel-Lizorkin spaces of distributions with mixed Lebesgue norms are obtained. As an application, the continuity of such operators is established on mixed Sobolev and Lebesgue spaces too. Some lifting properties and equivalent norms are obtained as well.
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Taxonomy
TopicsAdvanced Harmonic Analysis Research · Differential Equations and Boundary Problems · Mathematical Analysis and Transform Methods
Fourier multipliers on anisotropic mixed-norm spaces of distributions
Galatia Cleanthous
Department of Mathematics
Aristotle University of Thessaloniki
Thessaloniki 541 24, Greece
,
Athanasios G. Georgiadis
and
Morten Nielsen
Department of Mathematical Sciences
Aalborg University
Skjernvej 4A
DK-9220 Aalborg
Denmark
Abstract.
A new general Hörmander type condition involving anisotropies and mixed norms is introduced, and boundedness results for Fourier multipliers on anisotropic Besov and Triebel-Lizorkin spaces of distributions with mixed Lebesgue norms are obtained. As an application, the continuity of such operators is established on mixed Sobolev and Lebesgue spaces too. Some lifting properties and equivalent norms are obtained as well.
Key words and phrases:
anisotropic geometry, Besov spaces, equivalent norms, Fourier multipliers, Hörmander condition, mixed-norms, Sobolev spaces, tempered distributions, Triebel-Lizorkin spaces.
1991 Mathematics Subject Classification:
42B15, 42B25, 42B35, 46F99.
1. Introduction
The study of spaces of functions and distributions and operators on such spaces play an essential role in harmonic analysis. Several branches of both pure and applied mathematics make extensive use of such spaces, including in the study of partial differential equations, approximation theory, probability, statistics, and signal processing.
Some of the most general and applicable families of functions spaces in analysis are the Besov and Triebel-Lizorkin spaces. The two families are interesting in their own right, but their importance also stem from the fact that several of the classical function spaces such as Lebesgue, Hardy, BMO, Sobolev, and Hölder spaces can be recovered as special cases. The Besov and Triebel-Lizorkin spaces have been studied for many different reasons and in a variety of settings and circumstances. For further details we refer the reader to [7, 9, 12, 20, 22, 25, 26, 37] and to the references found therein.
The purpose of this article is to study Fourier multipliers in the general setting of anisotropic Triebel-Lizorkin spaces based on mixed-norm Lebesgue spaces. Let us now elaborate further on this particular setting.
Anisotropic phenomena appear naturally in various fields of analysis, both pure and applied. A classical example found in [23] is the case of differential operators with anisotropic symbols. Such operators naturally introduce a need for anisotropic function classes containing functions compatible with the particular anisotropy. The notion of anisotropic Besov spaces goes back to Nikol*′*skiĭ [31] and the notion of anisotropic Triebel-Lizorkin spaces can be found in Triebel’s book [34, p. 269]. More recently, anisotropic Besov spaces in a more general setting have been studied by Bownik [7] and the anisotropic Triebel-Lizorkin spaces have been studied by Bownik and Ho [9].
Mixed-norm Lebesgue spaces are useful as a framework for several problems arising in physics demanding different regularity in every direction (e.g. in time and in space). Mixed-norm Besov and Triebel-Lizorkin spaces have been studied during this decade by Johnsen and Sickel as one may see for example [20]. Here we will work on anisotropic mixed-norm Besov and Triebel-Lizorkin spaces.
Fourier multipliers form one of the fundamental and most important classes of operators in harmonic analysis. Their importance is emphasized by their close link to partial differential operators through the Fourier transform, and there has been a continuous interest in the study of boundedness properties of multipliers on and other spaces since the seminal work by Marcinkiewicz [29], Mihlin [30] and Hörmander [19]. Numerous variations and generalizations of the above works have been produced during the past years, see [4, 5, 10, 11, 14, 16, 24, 28, 36, 18] and the references therein.
In this article we prove boundedness of a suitable class of Fourier multipliers on anisotropic Besov and Triebel-Lizorkin spaces with mixed Lebesgue norms. Moreover, we also introduce a new general Hörmander-type class of multipliers naturally adapted to mixed norms and to the general anisotropic setting.
Let us summarize the main contributions in this paper.
We introduce a new and general condition, involving mixed norms and the anisotropy, for Hörmander multipliers, see (3.23).
We prove the boundedness of Fourier multipliers on anisotropic mixed-norm Besov and Triebel-Lizorkin space, see Theorem 3.6.
The continuity of Fourier multipliers on mixed Lebesgue and Sobolev spaces will be obtained, under the new condition as well, see Corollaries 4.1-4.3.
An equivalent norm characterization for the anisotropic mixed-norm Besov and Triebel-Lizorkin spaces is revisited, see Corollary 4.4.
Notation
We will denote by the Fourier transform of (suitably nice) , where is the standard inner product on . The inverse Fourier transform is then given by . For with , we set \frac{1}{\vec{t}}:=\big{(}\frac{1}{t_{1}},\dots,\frac{1}{t_{n}}\big{)}. The sets of positive and non-negative integers will be denoted by and respectively. For a multi-index , we denote by its length and we set . By we denote the Schwartz class on and by its dual; the tempered distributions. The times differential functions on is denoted by . Finally, any positive constant will be denoted , or as if it depends on a significant parameter .
2. Preliminaries
2.1. Mixed norm Lebesgue spaces
Let with and let be measurable. We say that if
[TABLE]
with the standard modification when for some The quasi-norm is a norm when and turns into a Banach space. For further properties of see for example [1, 2, 3, 15, 27].
Let . We denote by , where is the characteristic function of . For example when is a rectangle, we obtain
[TABLE]
For we define the conjugate by requiring that for every .
The mixed Hölder-inequality (see e.g. [3]) is the following estimate: For every , and we have
[TABLE]
We will also need an adapted version of the Hausdorff-Young inequality. The mixed Hausdorff-Young’s Theorem [3] asserts that if with , then for every ,
[TABLE]
2.2. Anisotropic geometry
Let and . We denote by We fix a vector , and we introduce the anisotropic quasi-homogeneous norm as follows: We set , and for we let where is the unique positive number such that One observes immediately that
[TABLE]
From this we notice that is not a norm unless , where it coincides with the Euclidean norm.
We have a link between the anisotropic and the Euclidean geometry (see [8, 9]): There exist constants such that for every
[TABLE]
where we denoted
Finally, we will need the so-called homogeneous dimension:
[TABLE]
2.3. Anisotropic mixed-norm Triebel-Lizorkin and Besov spaces
In this section define the anisotropic mixed-norm smoothness spaces needed for our analysis, and we discuss some corresponding Fefferman-Stein vector-valued maximal function estimates.
Let (the class of Schwartz functions) be such that
[TABLE]
[TABLE]
and let be such that
[TABLE]
[TABLE]
Note that it is possible to choose satisfying the partition of unity condition
[TABLE]
We define the “rectangular version” of the annulus by
[TABLE]
Note that the punctured rectangle can be expressed as the (almost) disjoint union of closed dyadic cubes of side-length . Then for every we have that . For every , we have a two sided estimate of the mixed-norm on as
[TABLE]
where the constants in the equivalence depends only on and .
We denote by . We then have so by (2.8)
[TABLE]
Let us now recall the definition of anisotropic mixed-norm Triebel-Lizorkin and Besov spaces (see for example [20]).
For and the anisotropic mixed-norm Triebel-Lizorkin space is defined, as the set of all such that
[TABLE]
For and the anisotropic mixed-norm Besov space is defined, as the set of all such that
[TABLE]
with the -norm replaced by if for both and . Note that for (and the same holds true for the Besov spaces). Further properties of and can be found in [21, 17, 32, 33].
Remark 2.1**.**
One can easily verify that the definition of mixed-norm Triebel-Lizorkin and Besov spaces based on test functions with Fourier transforms having supports in a classical annulus, such as considered in e.g. [20], is equivalent to the above definitions.
2.4. Maximal operators
Maximal operators will be an essential tool in the proof of our main result. Let . We define for ,
[TABLE]
where is the set of all intervals in containing .
We will use extensively the following iterated maximal operator: for we let
[TABLE]
We shall need a variation of Fefferman-Stein vector-valued maximal inequality (see [2, 20]): If and with for every then
[TABLE]
By [20, Proposition 3.11], we obtain the following compound result: For every there exists a constant such that for every and with
[TABLE]
3. Fourier multipliers
3.1. Anisotropic Fourier multipliers
One of the most classical problems in harmonic analysis is the boundedness of Fourier multipliers between suitable function (or distribution) smoothness spaces. A bounded function on is called a multiplier. The corresponding Fourier multiplier operator is given by
[TABLE]
The question of boundedness of is extremely well studied in the Euclidean setting as well as on manifolds, groups, symmetric spaces, and in many other settings. See for example [16, 19, 24, 28, 30] and the references therein.
Fourier multipliers on Triebel-Lizorkin spaces have been studied by Triebel in [35]. For anisotropic Besov and Triebel-Lizorkin spaces we refer to the articles [4, 5] of Bényi and Bownik.
Yang and Yuan in [37] introduced some general scales; Triebel-Lizorkin-type spaces. For Fourier multipliers on such spaces, see D. Yang et. al. [36].
Perhaps the most well-known multiplier conditions (with respect to anisotropic geometry) are the following Mihlin and Hörmander conditions, which we will state as and conditions for compatibility with the new condition that we are going to introduce below.
Let and , we say that satisfies the:
- -condition when
[TABLE]
- -condition when
[TABLE]
where are as in (2.6) and (2.11).
Remark 3.1**.**
1. The conditions (3.21) and (3.22) are the anisotropic analogues of the classical inhomogeneous ones, see [4, 5, 19, 30], with the extra parameter , which allows us to interplay between different smoothness levels as in [10, 36].
2. Under the isotropic versions of the above conditions, Antonić and Ivec in the recent paper [1], proved the boundedness of Fourier multipliers on mixed Lebesgue and Sobolev spaces.
3. It is not hard to see that , for every , so the -condition is sharper than the -condition.
4. Multipliers on anisotropic homogeneous mixed-norm spaces are considered by the present authors in [13].
3.2. A new class of multipliers
Here we introduce a new class of multipliers replacing the conditions (3.21) and (3.22) above by a mixed-norm -condition of Hörmander type. Before of this we give the following definition
Definition 3.2**.**
A vector with will be called admissible. We also denote by
We proceed now to define multiplier classes with respect to both the anisotropy and the mixed-norms.
Definition 3.3**.**
Let . Given , an admissible and , we say that the multiplier satisfies the -condition, or that it belongs to the class , if
[TABLE]
where the ’s are as in (2.6) and (2.11).
We have the followings remarks pertaining to Definition 3.3:
Remark 3.4**.**
Note that:
When , the -condition (3.23) coincides with the Hörmander -condition (3.22).
- 2.
We observe that , for every , and admissible. Then from (2.4), we conclude that the -condition is sharper than the -condition.
- 3.
For every , with (i.e., ) we have
[TABLE]
3.3. The main result
We now proceed to state our main result. However, we need first to fix some notation.
Definition 3.5**.**
For every vector and every , we set , for the case of Triebel-Lizorkin and , for the case of Besov spaces. In every case we denote by
Our main multiplier result is the following.
Theorem 3.6**.**
Let an admissible vector and with where as in Definitions 3.2 and 3.5.
If is a multiplier in the class , then the Fourier multiplier is bounded from to and from to .
Proof.
We shall treat only the case of Triebel-Lizorkin spaces. The Besov space case is similar and we leave it for the reader.
Let be a couple satisfying (2.6)-(2.10). From (2.10) and bearing in mind (2.13), we can verify that there exists such that, for every
[TABLE]
with the convention that if .
Let . We have for every , using equation (3.20),
[TABLE]
We set
[TABLE]
and
[TABLE]
In the light of the above, and by the inverse Fourier transform , (3.26) implies
[TABLE]
From the selection of , we can find such that . We set
[TABLE]
and hence . We also introduce the vector where for every and thus
[TABLE]
By (3.29), we obtain
[TABLE]
where we have put
[TABLE]
Since , we use the maximal inequality (2.19) to obtain that
[TABLE]
Estimation of I.
By the definition of we have , so
[TABLE]
where for the last equality we changed to the variable .
We now apply the mixed Hölder-inequality (2.1) for the admissible and obtain
[TABLE]
Now it is easy to observe that
[TABLE]
On the other hand, since
[TABLE]
we conclude that
[TABLE]
Estimation of .
We have for every multi-index ,
[TABLE]
By assumption, is admissible, so we may apply the mixed Hausdorff-Young inequality (2.2) to obtain
[TABLE]
From the definitions of and , it follows that
[TABLE]
Moreover, by a change of variables, we observe that
[TABLE]
Moreover, by Leibniz’s product rule,
[TABLE]
since \big{|}(\partial^{\gamma-\beta}\widehat{\varphi_{k}})(x)\big{|}=2^{-k\vec{a}\cdot(\gamma-\beta)}\big{|}(\partial^{\gamma-\beta}\hat{\varphi})(2^{-k\vec{a}}x)\big{|}\leq c as (recall that , for ).
Combining (3.36) with the above estimates, eq. (2.12), and the fact that , we arrive at
[TABLE]
[TABLE]
since belongs to the family . Combining the last with (3.30) and (3.32) we deduce that
[TABLE]
We now pass to the Triebel-Lizorkin norm, and we apply the mixed-Fefferman-Stein maximal inequality (2.18) to conclude that
[TABLE]
which concludes the proof.
∎
Remark 3.7**.**
Let us consider the case . As mentioned in Remark 3.4, our condition coincides with the (anisotropic) Hörmander condition with the extra parameter (as in [10, 36]). The smoothness level that we require for the multiplier is N=\big{[}\mu+\frac{n}{2}\big{]}+1 for , where . This means that we ask for
[TABLE]
derivatives on .
When , the index becomes the same as the one appearing by Yang et al. in [36].
Sharp multiplier results on Triebel-Lizorkin spaces have been proved by Triebel in [35]. The main tool used by Triebel in [35] is complex interpolation, and currently such tools are not available in the mixed-norm setting.
4. Special Cases
4.1. Fourier multipliers on anisotropic mixed-norm Sobolev spaces
One of the main motivation for studying Triebel-Lizorkin and Besov spaces is that for specific choices of parameters many well-know spaces of harmonic analysis can be recovered. Let us mention the special case mixed-norm Sobolev and generalized Sobolev spaces, see [27]. Such spaces provide a natural setting for the study of partial differential operators.
Let and the mixed-norm Sobolev space is defined, as the set of all such that
[TABLE]
Note that for every
Now let and the anisotropic mixed-norm generalized Sobolev space is defined, as the set of all such that
[TABLE]
We have the identifications:
- When and then
[TABLE]
- When and satisfying for all then
[TABLE]
Before we present our Corollaries, we fix an admissible and we keep . Then for every , we have . Finally recall that and .
By all the above, Theorem 3.6 implies the following:
Corollary 4.1**.**
Let and If , for , then the Fourier multiplier is bounded from to
By the identification of mixed-norm Triebel-Lizorkin with Sobolev spaces, Theorem 3.6 also offers the following Corollary:
Corollary 4.2**.**
Let be such that
[TABLE]
If , for , then the Fourier multiplier is bounded from to
Let us restrict our attention to the isotropic case; . Then we recover the following recent results by Antonić and Ivec [1]:
Corollary 4.3**.**
Let and If , for , then the Fourier multiplier is bounded from to Especially when then is bounded on .
4.2. Equivalent characterizations
We conclude the paper by considering one explicit example of a bounded Fourier multiplier that can be used to obtain an equivalent norm of anisotropic mixed-norm Besov and Triebel-Lizorkin spaces.
Let . We consider the following anisotropic bracket,
[TABLE]
This quantity has been studied in detail in [6]. It is known that and that for , , there are constants such that for every
[TABLE]
So the multiplier , satisfies the Mihlin condition (3.21) for arbitrary . By Theorem 3.6, the multiplier is bounded from to and from to . Moreover, we observe that is the identity on and thus we have the following characterization:
Corollary 4.4**.**
Let and . Then and are equivalent quasi-norms on and , respectively.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
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- 2[2] R.J. Bagby, An extended inequality for the maximal function. Proc. Amer. Math. Soc. 48 (1975), 419-122.
- 3[3] A.I. Benedek and R. Panzone, The spaces L P superscript 𝐿 𝑃 L^{P} with mixed norm. Duke Math. J. 28 (1961), 301-324.
- 4[4] A. Bényi and M. Bownik, Anisotropic classes of homogeneous pseudodifferential symbols. Studia Math. 200 (2019), no. 1, 41–66.
- 5[5] A. Bényi and M. Bownik, Anisotropic classes of inhomogeneous pseudodifferential symbols. Collect. Math. 64 (2013), no. 2, 155-173.
- 6[6] L. Borup and M. Nielsen, On anisotropic Triebel-Lizorkin type spaces, with applications to the study of pseudo-differential operators. J. Funct. Spaces Appl. 6 (2008), no. 2, 107-154.
- 7[7] M. Bownik, Atomic and molecular decompositions of anisotropic Besov spaces. Math. Z. 250 (2005), no. 3, 539-571.
- 8[8] M. Bownik, Anisotropic Hardy spaces and wavelets. Mem. Amer. Math. Soc. 164 (2003), no. 781, vi+122.
