Coifman-Meyer multipliers: Leibniz-type rules and applications to scattering of solutions to PDEs
Virginia Naibo, Alexander Thomson

TL;DR
This paper develops Leibniz-type rules for Coifman-Meyer multipliers in various function spaces, improving existing estimates and applying these results to analyze scattering behavior in PDE solutions.
Contribution
It introduces new Leibniz-type rules for Coifman-Meyer multipliers across diverse weighted and unweighted function spaces, enhancing previous theoretical bounds.
Findings
Improved estimates for Leibniz-type rules in unweighted spaces.
Extension of rules to weighted, Lorentz, Morrey, and variable-exponent spaces.
Application of results to scattering analysis of PDE solutions involving fractional Laplacians.
Abstract
Leibniz-type rules for Coifman-Meyer multiplier operators are studied in the settings of Triebel-Lizorkin and Besov spaces associated to weights in the Muckenhoupt classes. Even in the unweighted case, improvements on the currently known estimates are obtained. The flexibility of the methods of proofs allows to prove Leibniz-type rules in a variety of function spaces that include Triebel-Lizorkin and Besov spaces based on weighted Lebesgue, Lorentz and Morrey spaces as well as variable-exponent Lebesgue spaces. Applications to scattering properties of solutions to certain systems of partial differential equations involving fractional powers of the Laplacian are presented.
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Taxonomy
TopicsAdvanced Harmonic Analysis Research · Advanced Mathematical Physics Problems · Mathematical Analysis and Transform Methods
Coifman–Meyer multipliers: Leibniz-type rules and applications to scattering of solutions to PDEs.
Virginia Naibo and Alexander Thomson
Virginia Naibo, Department of Mathematics, Kansas State University. 138 Cardwell Hall, 1228 N. 17th Street, Manhattan, KS 66506, USA.
Alexander Thomson, Department of Mathematics, Kansas State University. 138 Cardwell Hall, 1228 N. 17th Street, Manhattan, KS 66506, USA.
Abstract.
Leibniz-type rules for Coifman–Meyer multiplier operators are studied in the settings of Triebel–Lizorkin and Besov spaces associated to weights in the Muckenhoupt classes. Even in the unweighted case, improvements on the currently known estimates are obtained. The flexibility of the methods of proofs allows to prove Leibniz-type rules in a variety of function spaces that include Triebel–Lizorkin and Besov spaces based on weighted Lebesgue, Lorentz and Morrey spaces as well as variable-exponent Lebesgue spaces. Applications to scattering properties of solutions to certain systems of partial differential equations involving fractional powers of the Laplacian are presented.
Key words and phrases:
Fractional Leibniz rules, Kato–Ponce inequalities, Coifman–Meyer multipliers, weighted Triebel–Lizorkin and Besov spaces, scattering of solutions to PDEs
2010 Mathematics Subject Classification:
Primary: 42B25, 42B15. Secondary: 42B20, 46E35.
The authors are partially supported by the NSF under grant DMS 1500381.
1. Introduction
The well-known fractional Leibniz rules or Kato–Ponce inequalities state that for all it holds that
[TABLE]
where or and different pairs of can be used on the right-hand sides of the inequalities. Applications of such estimates appear in the study of solutions to partial differential equations such as Euler and Navier-Stokes equations (Kato–Ponce [28]) and the Korteweg–de Vries equations (Christ–Weinstein [11], Kenig–Ponce–Vega [29]), as well as in investigations of smoothing properties of Schrödinger semigroups (Gulisashvili–Kon [23]). The reader is referred to the work of Grafakos–Oh [22] and Muscalu–Schlag [34] (see also Koezuka–Tomita [30]) for the cases corresponding to and to Bourgain–Li [8] (see also Grafakos–Maldonado–Naibo [21]) for the case
Estimates closely related to (1.1) and (1.2) where the product is replaced by have also been studied; the operator is a bilinear pseudodifferential operator associated to a bilinear symbol or a bilinear multiplier and is given by
[TABLE]
Such estimates take the form
[TABLE]
where and represent various function spaces. For instance, Brummer–Naibo [9] studied Leibniz-type rules for bilinear pseudodifferential operators with symbols in certain homogeneous bilinear Hörmander classes in the setting of function spaces that admit a molecular decomposition and a -transform in the sense of Frazier–Jawerth [18, 19]; estimates of the type (1.3) were proved in Hart–Torres–Wu [25] in the context of Lebesgue spaces and mixed Lebesgue spaces for bilinear multiplier operators under minimal smoothness assumptions on the multipliers; related mapping properties for bilinear pseudodifferential operators with symbols in certain bilinear Hörmander classes were studied in Bényi [2] and Naibo–Thomson [36] in the scale of Besov spaces, in Bényi–Torres [5] and Bényi–Nahmod–Torres [4] in the setting of Sobolev spaces, and in Naibo [35] and Koezuka–Tomita [30] in the context of Besov and Triebel–Lizorkin spaces.
Weighted versions of (1.1), (1.2), (1.3) and (1.4) have also been obtained in the context of Lebesgue spaces associated with weights in the Muckenhoupt classes. Indeed, Cruz-Uribe–Naibo [15] proved (1.1) and (1.2) for the same range of finite parameters and corresponding weighted spaces and with and where and denote Muckenhoupt classes. The results in [15] also include, among other things, fractional Leibniz rules in the setting of weighted Lorentz spaces, Morrey spaces and variable-exponent Lebesgue spaces. On the other hand, Brummer–Naibo [10] proved versions of (1.3) and (1.4) in weighted Lebesgue spaces for bilinear Coifman–Meyer multiplier operators and biparameter Coifman–Meyer multiplier operators.
Current techniques for proving fractional Leibniz rules, as well as some of its extensions to bilinear operators include the analysis of paraproducts, the mapping properties of bilinear Coifman-Meyer multipliers, uniform estimates for square functions, vector-valued Fourier multiplier theorems and the use of molecular decompositions.
The purpose of this article is to use a rather straightforward and quite flexible method for proving inequalities closely related to (1.3) and (1.4) in the settings of weighted Triebel-Lizorkin and Besov spaces, with weights in the Muckenhoupt class by means of the function spaces’ Nikol’skij representations. The use of such representations in unweighted settings goes back, for instance, to the work of Nikol’skij [37], Meyer [33], Bourdaud [7], Triebel [43], and Yamazaki [46]. We implement the method for Coifman-Meyer multiplier operators of arbitrary order (see Theorems 2.1 and 2.5) and obtain as particular cases improved versions of (1.1) and (1.2) as well as a number of results that complement and extend the weighted estimates proved in [15] and [10]. As an application, we prove scattering properties for solutions to certain systems of partial differential equations involving fractional powers of the Laplacian (see Theorems 2.7 and 2.8). We also show that the flexibility of the methods of proofs allows to obtain estimates of the types (1.3) and (1.4) in a variety of function spaces that include Triebel–Lizorkin and Besov spaces based on weighted Lorentz spaces, weighted Morrey spaces and variable-exponent Lebesgue spaces.
The organization of the manuscript is as follows. The statements of the main results and applications are presented in Section 2. Notation, definitions and some preliminary results are given in Section 3. The proofs of the main results are included in Section 4 while the applications are proved in Section 5. In Section 6, we illustrate the fact that the strategy applied in the proofs of the results stated in Section 2 constitutes a unifying approach for obtaining Leibniz-type rules for Coifman–Meyer multiplier operators in a variety of function spaces. Finally, Appendix A cotains the main steps in the proofs of Nikol’skij representations for weighted Triebel–Lizorkin and Besov spaces.
2. Main results and applications
In this section we present the main results of the manuscript, which will then be complemented in Section 6. We refer the reader to Section 3 for notations and definitions. Briefly, is the Schwartz class of smooth rapidly decreasing functions defined on and is the subspace of functions in that have vanishing moments of all orders. Given defined on and and refer, respectively, to the weighted homogeneous Triebel–Lizorkin spaces and Besov spaces on associated to the weight the notations and are used for their inhomogeneous counterparts. For and denote, respectively, weighted Hardy spaces and weighted local Hardy spaces on associated to
2.1. Weighted Leibniz-type rules for Coifman-Meyer multiplier operators
For , a smooth function is called a bilinear Coifman-Meyer multiplier of order if for all multi-indices there exists a positive constant such that
[TABLE]
For let given denote
[TABLE]
If in which case we just write and respectively. Note that and for any
Our first main result consists of the following Leibniz-type rules for Coifman-Meyer multiplier operators in weighted homogeneous Triebel-Lizorkin spaces, weighted homogeneous Besov spaces and weighted Hardy spaces. As we will see, improvements of (1.1) as well as extensions of known weighted versions of (1.1) will be obtained as corollaries of this result (see Remark 2.3).
Theorem 2.1**.**
For let be a Coifman-Meyer multiplier of order Consider such that and let and set If and it holds that
[TABLE]
If and , it holds that
[TABLE]
where the Hardy spaces and must be replaced by if or respectively.
If then different pairs of can be used on the right-hand sides of (2.6) and (2.7); moreover, if then
[TABLE]
where and
Remark 2.1*.*
If the estimates above hold true for any as long as is a subspace of the function spaces appearing on the right-hand sides. Such is the case if and for (2.6) and (2.7) and if and for (2.8). An analogous remark applies to the corollaries given below.
By means of the lifting property for the weighted homogeneous Triebel-Lizorkin spaces and their relation to weighted Hardy spaces (see Section 3.1), the estimates (2.6) and (2.8) imply the following Leibniz-type rules in the scale of weighted Hardy spaces for operators associated to Coifman-Meyer multipliers of order zero.
Corollary 2.2**.**
Let be a Coifman-Meyer multiplier of order Consider such that let and set If it holds that
[TABLE]
If then different pairs of can be used on the right-hand side of (2.9); moreover, if then
[TABLE]
where and
By choosing so that , Theorem 2.1 implies the following corollary, which, in particular, gives that and are quasi-Banach algebras under pointwise multiplication for any
Corollary 2.3**.**
Consider such that and let and set If and it holds that
[TABLE]
If and , it holds that
[TABLE]
where the Hardy spaces and must be replaced by if or respectively.
If then different pairs of can be used on the right-hand sides of (2.11) and (2.12); moreover, if then
[TABLE]
where and
In particular, setting for (2.11) and (2.13) (or setting in Corollary 2.2), we obtain:
Corollary 2.4**.**
Consider such that let and set If it holds that
[TABLE]
If then different pairs of can be used on the right-hand side of (2.14); moreover, if then
[TABLE]
where and
Remark 2.2*.*
The estimates in Corollary 2.2 are related to some of those in [10, Theorem 1.1], where it was proved, using different methods, that if is a Coifman-Meyer multiplier of order 0, and then for all it holds that
[TABLE]
Moreover, if then different pairs of can be used on the right-hand side of (2.15)
Corollary 2.2 and [10, Theorem 1.1] have some overlap but each of them gives a different set of estimates:
The estimate (2.9) allows for for any and for the norm in on its left-hand side as long as On the other hand, (2.15) requires the norm in on its left-hand side and Therefore, recalling that when compared to (2.15), the estimate (2.9) is less restrictive regarding the ranges for and the classes of weights, but more restrictive in terms of the range for the regularity 2.
In particular, (2.9) implies (2.15) for such that and However, if then (2.9) does not give (2.15) for while (2.15) holds for The following are examples of weights and for which the corresponding weight satisfies : Let and with for some Then and the latter gives which implies if 3.
For and (2.15) gives the estimate (2.10) as well as the endpoint estimate
[TABLE]
On the other hand, (2.10) allows for and as long as
Remark 2.3*.*
Notice that when the inequality (2.14) extends and improves (1.1) by allowing In particular, if (2.14) gives (1.1) with the larger quantity on the left-hand side. Moreover, Corollary 2.4 complements some of the estimates obtained through different methods in [15, Theorem 1.1] in the same manner Corollary 2.2 complements [10, Theorem 1.1] as explained in Remark 2.2; as in that case, Corollary 2.4 and [15, Theorem 1.1] have some estimates in common but each of them gives a different set of results.
2.2. Weighted Leibniz-type rules for inhomogeneous Coifman–Meyer multiplier operators
In this section we consider bilinear multiplier operators where satisfies the estimates (2.5) with replaced with such multipliers are better suited for the setting of inhomogeneous spaces and we will refer to them as inhomogeneous Coifman–Meyer multipliers. As it will become apparent from the proofs, an approach akin to the one used in the homogeneous setting leads to results for inhomogeneous Coifman–Meyer multiplier operators, in the spirit of those stated in Section 2.1, in the context of weighted inhomogeneous Triebel–Lizorkin spaces, weighted inhomogeneous Besov spaces and weighted local Hardy spaces. Specifically, we have:
Theorem 2.5**.**
For let be an inhomogeneous Coifman-Meyer multiplier of order Consider such that and let and set If and it holds that
[TABLE]
If and , it holds that
[TABLE]
where the local Hardy spaces and must be replaced by if or respectively.
If then different pairs of can be used on the right-hand sides of (2.16) and (2.17); moreover, if then
[TABLE]
where and
Corollaries of Theorem 2.5 analogous to those in Section 2.1 follow with the operator replaced by the operator For instance, we have:
Corollary 2.6**.**
Let be an inhomogeneous Coifman-Meyer multiplier of order Consider such that let and set If it holds that
[TABLE]
If then different pairs of can be used on the right-hand side of (2.9); moreover, if then
[TABLE]
where and
Corollary 2.6 complements some of the estimates obtained in [10, Theorem 1.1] for in an analogous way to that described in Remark 2.2. Moreover, Corollary 2.6 applied to the case gives in particular
[TABLE]
which supplements some of the estimates obtained in [15, Theorem 1.1] for in a similar manner to that indicated in Remark 2.3. The case of (2.18) was obtained in [30] and is an extension and an improvement of (1.2); indeed, (2.18) allows for and, when it improves (1.2) by allowing the larger quantity on the left-hand side.
We note that the counterpart of Corollary 2.3 gives in particular that and are quasi-Banach algebras under pointwise multiplication for any
2.3. Applications to scattering of solutions to systems of PDEs
Our applications will be concerned with systems of differential equations on functions and with and of the form
[TABLE]
where and are (linear) Fourier multipliers with symbols and respectively; that is, and . As in Bényi et al. [3, Section 2.3], we formally have
[TABLE]
and
[TABLE]
Setting and assuming that never vanishes, the solution can then be written as the action on and of the bilinear multiplier with symbol that is,
[TABLE]
Following Bernicot–Germain [6, Section 9.4], suppose there exists such that
[TABLE]
then, given a function space , we say that the solution of (2.19) scatters in the function space if
As an application of Theorems 2.1 and 2.5 we obtain the following scattering properties for solutions to systems of the type (2.19) involving powers of the Laplacian.
For and set
[TABLE]
For define
[TABLE]
Theorem 2.7**.**
Consider such that and let and set Fix if is even, or in the setting of Triebel–Lizorkin spaces, or in the setting of Besov spaces, assume otherwise, assume that are such that is supported in for some Consider the system
[TABLE]
If and the solution of (2.22) scatters in to a function that satisfies the following estimates:
[TABLE]
where the implicit constant is independent of and If and , the solution of (2.22) scatters in to a function that satisfies the following estimates
[TABLE]
where the Hardy spaces and must be replaced by if or respectively, and the implicit constant is independent of and If then different pairs of can be used on the right-hand sides of (2.23) and (2.24); moreover, if then
[TABLE]
where and the implicit constant is independent of and
For define
[TABLE]
Theorem 2.8**.**
Consider such that and let and set Fix if is even, or in the setting of Triebel–Lizorkin spaces, or in the setting of Besov spaces, assume otherwise, assume that are such that is supported in for some Consider the system
[TABLE]
If and the solution of (2.25) scatters in to a function that satisfies the following estimates:
[TABLE]
where the implicit constant is independent of and If and , the solution of (2.25) scatters in to a function that satisfies the following estimates
[TABLE]
where the Hardy spaces and must be replaced by if or respectively, and the implicit constant is independent of and If then different pairs of can be used on the right-hand sides of (2.26) and (2.27); moreover, if then
[TABLE]
where and the implicit constant is independent of and
3. Preliminaries
In this section we set some notation and present definitions and results about weights, the scales of weighted Triebel–Lizorkin, Besov and Hardy spaces, and Coifman–Meyer multiplier operators.
The notations and are used for the Schwartz class of smooth rapidly decreasing functions defined on and its dual, the class of tempered distributions on , respectively. refers to the closed subspace of functions in that have vanishing moments of all orders; that is, if and only if and for all Its dual is which coincides with the class of tempered distributions modulo polynomials denoted by Throughout, all functions are defined on and therefore we omit in the notation of the function spaces defined below.
A weight on is a nonnegative, locally integrable function defined on . Given the Muckenhoupt class consists of all weights on such that
[TABLE]
where the supremum is taken over all Euclidean balls and means the Lebesgue measure of it follows that if We set and recall that, for Note that the conditions and are equivalent to stating that
Given and we denote by the space of measurable functions defined on such that
[TABLE]
with the corresponding change when When we simply write Note that for all
For a locally integrable function defined on denotes the Hardy-Littlewood maximal function of , that is
[TABLE]
where the supremum is taken over all Euclidean balls containing Moreover, for we set
We recall that if then is bounded on if and only if In particular, is bounded on for and (i.e. ). We will also use the following vector-valued version of such result, the weighted Fefferman-Stein inequality: If and (i.e. ), then for all sequences of locally integrable functions defined on we have
[TABLE]
where the implicit constant depends on and and the summation in should be replaced by the supremum in if
The Fourier transform of a tempered distribution is denoted by ; in particular, for we use the formula
[TABLE]
If and the operator is defined so that for and If is supported in an annulus centered at the origin we will use the notation rather than if is supported in a ball centered at the origin and will be used instead of For denote by the operator given by for
We next record a lemma that will be useful in the proof of the main results.
Lemma 3.1**.**
Let be such that and have compact supports and If and it holds that
[TABLE]
Proof.
The estimate is a consequence of Lemma A.1 in Appendix A as we next show. In view of the supports of and we have for and Applying Lemma A.1 with such that and we get
[TABLE]
Since
[TABLE]
Putting altogether we obtained the desired result. ∎
3.1. Weighted Triebel–Lizorkin, Besov and Hardy spaces
Let and denote functions in satisfying the following conditions:
[TABLE]
For and the weighted homogeneous Triebel-Lizorkin space consists of all such that
[TABLE]
Similarly, the weighted inhomogeneous Triebel-Lizorkin space is the class of all such that
[TABLE]
In both cases, the summation in is replaced by the supremum in if For and the weighted homogeneous and inhomogeneous Besov spaces are denoted by and respectively. They are defined analogously to the weighted Triebel-Lizorkin spaces by interchanging the order of the quasi-norms in and
The definitions above are independent of the choice of the functions and and all weighted Triebel–Lizorkin and Besov spaces are quasi-Banach spaces (Banach spaces for ). The classes and are contained, respectively, in the weighted homogeneous and inhomogeneus Triebel–Lizorkin and Besov spaces, and are dense for finite values of and is also contained in and for and We recall the so-called lifting properties: for any and as in the definitions and for any it follows that
[TABLE]
with a corresponding statement for Besov spaces. The reader is directed to classical references such as Frazier–Jawerth [18, 19], Frazier–Jawerth–Weiss [20], Peetre [38, 39], Qui [40] and Triebel [43] for the theory of Triebel-Lizorkin and Besov spaces.
Let be such that Given the Hardy space is defined as the class of tempered distributions such that
[TABLE]
the local Hardy spaced consists of all tempered distributions such that
[TABLE]
It turns out that and for and Moreover, for and See [40, Theorem 1.4 and Remark 4.5]. The lifting property and the latter observations imply that and for and where and are the weighted Sobolev spaces defined by
[TABLE]
When and and in the definitions of and respectively, are just
3.2. Nikol’skij representations for weighted Triebel-Lizorkin and Besov spaces
The next theorem states the Nikol’skij representations of weighted homogeneous and inhomogeneous Triebel-Lizorkin and Besov spaces with weights in . It represents a weighted version of [46, Theorem 3.7] (see also [43, Section 2.5.2]), where the unweighted inhomogeneous case was studied. For completeness, a sketch of its proof is outlined in Appendix A.
Theorem 3.2**.**
For let be a sequence of tempered distributions such that
[TABLE]
If then the following holds:
- (i)
Let , and . If , then the series converges in (in if ) and
[TABLE]
where the implicit constant depends only on and An analogous statement, with holds true for (when the convergence is in ). 2. (ii)
Let and . If , then the series converges in (in if ) and
[TABLE]
where the implicit constant depends only on and An analogous statement, with holds true for (when the convergence is in ).
3.3. Decomposition of Coifman–Meyer bilinear multiplier operators
For let be a Coifman–Meyer multiplier of order Fix such that
[TABLE]
define so that
[TABLE]
For and satisfy and By the work of Coifman and Meyer in [12], given such that it follows that , where, for ( if ) and
[TABLE]
the coefficients satisfy
[TABLE]
with the implicit constant depending on and an analogous expression holds for with the roles of and interchanged.
If is an inhomogeneous Coifman–Meyer multiplier of order a similar decomposition to (3.28) follows with the summation in rather than with replaced by and for
Remark 3.1*.*
For the formula (3.28) and its corresponding counterpart for to hold, the condition (2.5) on the derivatives of is only needed for multi-indices and such that
Remark 3.2*.*
We refer the reader to [9, Lemma 2.1] for decompositions in the spirit of (3.28) for the larger class of symbols : such symbols may depend on the space variable that is, for and are such that for any multi-indices there exists such that
[TABLE]
Note that Coifman–Meyer multipliers of order belong to
4. Proofs of Theorems 2.1 and 2.5
We only prove Theorem 2.1; the proof of Theorem 2.5 follows along the same lines.
Proof of Theorem 2.1.
Consider as in Section 3.3. Let and be as in the hypotheses. For ease of notation, and will be assumed to be finite; the same proof applies for (2.7) if that is not the case, and for (2.8).
We next prove (2.6) and (2.7). By symmetry, it is enough to work with and prove that
[TABLE]
Moreover, since and similarly for , it suffices to prove that, given there exist such that for all and ( or if ), it holds that
[TABLE]
where
[TABLE]
and the implicit constants are independent of and We will assume finite; obvious changes apply if that is not the case.
In view of the supports of and we have that
[TABLE]
For (4.30), Theorem 3.2(i), the bound (3.29) for , and Hölder’s inequality imply
[TABLE]
Consider as in Section 3.1 such that on and on Let ; by Lemma 3.1 and the weighted Fefferman-Stein inequality we have that
[TABLE]
where the implicit constants are independent of and Next, let ; by Lemma 3.1 and the boundedness properties of the Hardy-Littlewood maximal operator on weighted Lebesgue space we have that
[TABLE]
where the implicit constants are independent of and Putting all together we obtain (4.30).
For (4.31), Theorem 3.2(ii), the bound (3.29) for and Hölder’s inequality give
[TABLE]
where in the last inequality we have used Lemma 3.1 and the boundedness properties of with for .
It is clear from the proof above that if then different pairs of related to through the Hölder condition can be used on the right-hand sides of (2.6) and (2.7); in such case ∎
Remark 4.1*.*
For convergence purposes, the relations between in (3.28) and the powers and in (4.30) and (4.31) must be such that and where Moreover, and were selected so that in the context of Triebel–Lizorkin spaces and in the context of Besov spaces. Therefore, if in the Triebel–Lizorkin setting and in the Besov setting, and can be chosen so that all the conditions above are satisfied. In view of this and Remark 3.1, the multiplier in Theorem 2.1 needs only satisfy (2.5) for in the Triebel–Lizorkin case and in the Besov case. An analogous observation follows for the multiplier in Theorem 2.5 in relation to the condition obtained from (2.5) with replaced by
5. Proofs of Theorems 2.7 and 2.8
Proof of Theorem 2.7.
Using the notation from Section 2.3, we have and therefore, Note that all corresponding integrals for and are absolutely convergent for and If we further assume that the Dominated Convergence Theorem implies that both pointwise and in where
[TABLE]
If is an even positive integer then satisfies the estimates (2.5) with for all Then, all estimates from Theorem 2.1 hold for and therefore the desired estimates follow for with constants independent of
Let be as in the hypotheses. If and is not an even integer, then satisfies the estimates (2.5) with as long as are such that and in particular, satisfies (2.5) with for such that In view of Remark 4.1, all estimates from Theorem 2.1 hold for if in the context of Triebel–Lizorkin spaces and if in the context of Besov spaces; as a consequence, the desired estimates follow for with constants independent of for such values of
On the other hand, if in the Triebel-Lizorkin space setting or in the Besov space setting, and is not an even positive integer, consider such that and on Then, for such that is supported in we have therefore, where The multiplier verifies (2.5) with for all (with constants that depend on ). Then all estimates from Theorem 2.1 hold for and therefore the desired estimates follow for with constants dependent on and independent of such that is supported in ∎
Proof of Theorem 2.8.
We proceed as in the proof of Theorem 2.7 with and an application of Theorem 2.5. ∎
6. Leibniz-type rules in other function space settings
In this section we illustrate the fact that the strategy applied in the proofs of Theorems 2.1 and 2.5 constitutes a unifying approach for obtaining Leibniz-type rules for Coifman–Meyer multipliers in a variety of function spaces.
We start by isolating the main features associated to the weighted Triebel–Lizorkin and Besov spaces used for the proofs of Theorems 2.1 and 2.5:
- (i)
there exists such that similarly for the weighted inhomogeneous Besov spaces and the weighted homogeneous Triebel–Lizorkin and Besov spaces; 2. (ii)
Hölder’s inequality in weighted Lebesgue spaces; 3. (iii)
the boundedness properties in weighted Lebesgue spaces of the Hardy–Littlewood maximal operator (for the Besov space setting) and the weighted Fefferman–Stein inequality (for the Triebel–Lizorkin space setting); 4. (iv)
Nikol’skij representations for weighted Triebel–Lizorkin and Besov spaces (Theorem 3.2).
The method used to prove Theorems 2.1 and 2.5 can then be effectively applied to other settings of function spaces of the form and (or and ), where represents a quasi-Banach space within a given family indexed by ( is some suitable set), and and are defined in the same way as and respectively, with the quasi-norm in replaced by the quasi-norm in the space The family is such that appropriate counterparts of the properties (i)-(iv) hold true. As a consequence, versions of Theorems 2.1 and 2.5 as well as of Theorems 2.7 and 2.8 can be obtained in such contexts.
We illustrate the above in the cases where corresponds to the scale of weighted Lorentz spaces, weighted Morrey spaces and variable-exponent Lebesgue spaces. In such contexts, we state counterparts of Theorem 2.5 for the corresponding inhomogeneous Triebel–Lizorkin spaces as model results. The statements for the inhomogeneous Besov-type spaces and for the counterparts of Theorem 2.8, as well as the details and statements for the homogeneous settings, are left to the reader.
6.1. Leibniz-type rules in the settings of Lorentz-based Triebel–Lizorkin and Besov spaces.
Given and or and an weight defined on we denote by the weighted Lorentz space consisting of complex-valued, measurable functions defined on such that
[TABLE]
where with ; the obvious changes apply if It follows that for We refer the reader to Hunt [26] for more details about Lorentz spaces.
The corresponding weighted inhomogeneous Triebel–Lizorkin and Besov spaces are denoted by and respectively. These spaces contain are independent of the choice of and from Section 3.1, are quasi-Banach spaces and have appeared in a variety of settings (see Seeger–Trebels [42] and references therein). The space is defined in the same way as with the quasi-norm in replaced by the quasi-norm in
We next consider the corresponding properties (i)-(iv) in this context. Regarding property (i), given and it follows that there exist and a quasi-norm comparable to such that is subadditive; this is an adecuate substitute for property (i). The quasi-norm is defined analogously to by replacing with a comparable quasi-norm for which is subadditive (see [26, p. 258, (2.2)]). As for property (ii), weighted Lorentz spaces satisfy a Hölder-type inequality (see [26, Thm 4.5]): Given a weight in and indices and such that and it holds that
[TABLE]
where the implicit constant is independent of and ( which gives and is also allowed). The following boundedness properties of the Hardy–Littlewood maximal operator in weighted Lorentz spaces (property (iii)) hold true: If and it holds that
[TABLE]
in particular, if and it holds that
[TABLE]
When and the vector-valued inequality above follows from extrapolation and the weighted Fefferman–Stein inequality in weighted Lebesgue spaces (see [14, Theorem 4.10 and comments on p. 70] for the extrapolation theorem). The rest of the cases follow from the latter and the fact that for any Regarding property (iv), the Nikol’skij representation for and with can be stated as in Theorem 3.2 with ; and replaced with in the Triebel–Lizorkin setting; and replaced with in the Besov setting. In the context of the convergence of the series holds in if or and in otherwise; in the setting of the convergence of the series holds in if and in otherwise. The proofs follow parallel steps to those in the proof of Theorem 3.2 (see also Remark A.2).
As an exemplary result, we next present an analogue to Theorem 2.5 in the context of the spaces For set
Theorem 6.1**.**
For let be an inhomogeneous Coifman-Meyer multiplier of order If and are such that and and it holds that
[TABLE]
Different pairs of and can be used on the right-hand side of the inequality above. Moreover, if and it holds that
[TABLE]
The lifting property holds true for and this is implied by the Fefferman–Stein inequality (6.32) through a proof analogous to that of the lifting property of the standard Triebel–Lizorkin spaces Then, under the assumptions of Theorem 6.1 we obtain, in particular,
[TABLE]
[TABLE]
These last two estimates supplement the results in [15, Theorem 6.1], where related Leibniz-type rules in Lorentz spaces were obtained.
6.2. Leibniz-type rules in the settings of Morrey-based Triebel–Lizorkin and Besov spaces.
Given and we denote by the weighted Morrey space consisting of functions such that
[TABLE]
where the supremum is taken over all Euclidean balls contained in it easily follows that We refer the reader to the work Rosenthal–Schmeisser [41] and the references it contains for more details about weighted Morrey spaces. The corresponding weighted inhomogeneous Triebel–Lizorkin spaces and inhomogeneous Besov spaces are denoted by and respectively. These Morrey-based Triebel–Lizorkin and Besov spaces are independent of the choice of and given in Section 3.1 and are quasi-Banach spaces that contain (see the works Kozono–Yamazaki [31], Mazzucato [32], Izuki et al. [27] and the references they cotain). The corresponding local Hardy spaces are denoted by
Property (i) for and is easily verified with using that for Regarding property (ii), we have that if and are such that and then
[TABLE]
also, if are such that and for weights and then
[TABLE]
Both inequalities are straightforward consequences of Hölder’s inequality for weighted Lebesgue spaces. As for property (iii), it holds that if and then
[TABLE]
in particular, if and it holds that
[TABLE]
When and the vector-valued inequality follows from extrapolation and the weighted Fefferman–Stein inequality for weighted Lebesgue spaces (see [41, Theorem 5.3] for the corresponding extrapolation theorem). The rest of the cases follow from the latter and the fact that for any The Nikol’skij representation for and with (property (iv)) has an analogous statement to that of Theorem 3.2 with parameters and replaced by In the setting of the convergence of the series is in for any choice of parameters; in the case of the convergence of the series holds in if and in otherwise. A similar proof to that of Theorem 3.2 applies (see also Remark A.2).
Finally, we next present a counterpart of Theorem 2.5 in the context of
Theorem 6.2**.**
For let be an inhomogeneous Coifman-Meyer multiplier of order
- (a)
If and are such that and and it holds that
[TABLE]
Different pairs of and can be used on the right-hand side of the inequality above. Moreover, if and it holds that
[TABLE] 2. (b)
If are such that and it holds that
[TABLE]
Applying the lifting property valid for and and under the assumptions of Theorem 6.2 we obtain, in particular,
[TABLE]
[TABLE]
[TABLE]
We refer the reader to [15, Theorem 6.3] for unweighted estimates in Morrey spaces in the spirit of (6.34).
6.3. Leibniz-type rules in the settings of variable-exponent Triebel–Lizorkin and Besov spaces.
Let be the collection of measurable functions such that
[TABLE]
For the variable-exponent Lebesgue space consists of all measurable functions such that
[TABLE]
such quasi-norm turns into a quasi-Banach space (Banach space if ). We note that if is constant then with equality of norms and that
[TABLE]
We refer the reader to the books Cruz-Uribe–Fiorenza [13] and Diening et al. [16] for more information about variable-exponent Lebesgue spaces.
Let be the family of all such that the Hardy–Littlewood maximal operator, is bounded from to A necessary condition for is sufficient conditions for include log-Hölder continuity assumptions. Property (6.35) and Jensen’s inequality imply that if and is such that then for We then define
[TABLE]
where denotes the class of variable exponents in such that for some Note that
Given and the corresponding inhomogeneous Triebel-Lizorkin and Besov spaces are denoted by and respectively. If these spaces are independent of the functions and given in Section 3.1 (see Xu [45]), contain and are quasi-Banach spaces. If and coincides with the variable-exponent Sobolev space (see Gurka et al. [24] and Xu [44]). More general versions of variable-exponent Triebel–Lizorkin and Besov spaces, where and are also allowed to be functions, were introduced in Diening at al. [17] and Almeida–Hästö [1], respectively. The local Hardy space with variable exponent denoted is defined analogously to with the quasi-norm in replaced by the quasi-norm in
We next consider properties (i)-(iv) in the variable-exponent setting. Given and property (i) for and with follows right away using (6.35). Property (ii) is given by the following version of Hölder’s inequality in the context of variable-exponent Lebesgue spaces: If are such that then
[TABLE]
For a proof with exponents in such that see, for instance, [13, Corollary 2.28]; the general case with exponents in follows from the latter and (6.35). Regarding property (iii) for variable-exponent Lebesgue spaces, the following version of the Fefferman-Stein inequality follows from [13, Section 5.6.8] and (6.35): If and then
[TABLE]
in particular, if it holds that
[TABLE]
Finally, the following version of the Nikol’skij representation for and (property (iv)), can be proved along the lines of the proof of Theorem 3.2 (see also Remark A.2):
Theorem 6.3**.**
For let be a sequence of tempered distributions such that for all Let , and . If , then the series converges in (in if ) and
[TABLE]
where the implicit constant depends only on and An analogous statement holds true for with
We next state a version of Theorem 2.5 for variable-exponent Triebel-Lizorkin spaces as a model result.
Theorem 6.4**.**
For let be an inhomogeneous Coifman-Meyer multiplier of order If are such that and it holds that
[TABLE]
Moreover, if and it holds that
[TABLE]
The lifting property holds true for and then, under the assumptions of Theorem 6.4 we obtain, in particular,
[TABLE]
[TABLE]
These last two estimates extend some of the inequalities in [15, Theorem 1.2], where Leibniz-type rules for the product of two functions were proved in variable-exponent Lebesgue spaces through the use of extrapolation techniques.
Appendix A
In this section we briefly sketch the proof of Theorem 3.2 which follows the same ideas of an unweighted version for inhomogeneous spaces in [46, Theorem 3.7]. We start by presenting useful lemmas and inequalities and then proceed with the proof.
Lemma A.1** (Particular case of Corollary 2.11 in [46]).**
Suppose , and . If and is such that , it holds that
[TABLE]
where the implicit constant is independent of and
Remark A.1*.*
[46, Corollary 2.11] incorrectly states instead of . Also, it states , but the result is true for as stated in Lemma A.1.
The following lemma is a weighted version of [46, Corollary 2.12 (1)]. We include its brief proof for completeness.
Lemma A.2**.**
Suppose , , and If and is such that , it holds that
[TABLE]
where the implicit constant is independent of and
Proof.
Set The hypothesis means and Lemma A.1 yields
[TABLE]
Since we have and therefore
[TABLE]
observing that , the desired estimate follows. ∎
The following lemma is a modified version of [46, Lemma 3.8].
Lemma A.3**.**
Let , , , and . Then, for any sequence it holds that
[TABLE]
where the implicit constant depends only on and .
Proof.
Suppose first that . Then,
[TABLE]
where in the last equality we have used that . If we use Hölder’s inequality with and to write
[TABLE]
The case is straightforward. ∎
Proof of Theorem 3.2.
We first prove Theorem 3.2 for finite families. We will do this in the homogeneous settings, with the proof in the inhomogeneous settings being similar. Suppose is such that for all except those belonging to some finite subset of this assumption allows us to avoid convergence issues since all the sums considered will be finite.
For Part (i), let and be as in the hypotheses. Fix such that note that the latter is possible since
Let be such that then
[TABLE]
Define and let be as in the definition of in Section 3.1. We have
[TABLE]
We will use Lemma A.1 with and (Notice that and, since , we get .) Fixing and applying Lemma A.1, we get
[TABLE]
Hence,
[TABLE]
and then, recalling (A.36),
[TABLE]
Since , Lemma A.3 yields
[TABLE]
with an implicit constant independent of Applying the weighted Fefferman-Stein inequality to the right-hand side of the last inequality leads to the desired estimate
[TABLE]
For Part (ii), let and be as in the hypotheses and be as above. Consider in (A.36) and apply Lemma A.2 with , , and note that such exists since We get
[TABLE]
and setting we obtain
[TABLE]
Hence, applying Lemma A.3, it follows that
[TABLE]
as desired.
We next show the theorem for any not necessarily finite family. For ease of notation, we only work in the context of weighted homogeneous Triebel–Lizorkin spaces; the reasoning is identical for the other settings. Let and be as in the hypotheses. Define since the theorem is true for finite families and, for satisfies the hypotheses of the theorem, we have
[TABLE]
where the implicit constant is independent of and the family
If as the right-hand side of (A.37) tends to zero by the assumption and the dominated convergence theorem; therefore, since is complete, converges in The same reasoning used to obtain (A.37) gives that
[TABLE]
where the implicit constant is independent of and the family It then follows that
[TABLE]
with the implicit constant independent of the family
If we use that and belong to for any and apply Theorem 3.2 under the case of finite to conclude that and converge in and respectively (choosing so that ). Therefore, convergence in Moreover, by Theorem 3.2 applied to the finite sequence we have that and
[TABLE]
with the implicit constant independent of and Since has the Fatou property (see Remark A.2), we conclude that belongs to and
[TABLE]
∎
Remark A.2*.*
As stated in Section 6, a Nikol’skij representation theorem holds true for Triebel–Lizorkin and Besov spaces based on weighted Lorentz spaces, weighted Morrey spaces and variable Lebesgue spaces. We next make some remarks concerning the proofs of the corresponding versions of Theorem 3.2 in such settings:
- (a)
Regarding the proof of Part (i) of Theorem 3.2 (for instance, in the inhomogeneous case) the fact that converges to zero, as when is finite, allows to conclude that converges in through the use of (A.37). Under the hypothesis of Part (i) for with or with and finite, it holds that
[TABLE]
therefore, converges in and respectively. The fact (A.38) is a consequence of a dominated convergence type theorem in and the corresponding assumptions in Part (i). For the indices for which (A.38) does not necessarily hold under the corresponding assumptions in Part (i) ( or when and when when ), the convergence of holds in rather than in or respectively. Regarding Part (ii), the counterpart of (A.38) is
[TABLE]
which is always true under the corresponding assumptions of Part (ii) as long as is finite, in which case the convergence of holds in the corresponding -based Besov space. If the convergence is in rather than in the -based Besov space. 2. (b)
The last part of the proof of Theorem 3.2 uses the Fatou property of Triebel–Lizorkin and Besov spaces. Let be a quasi-Banach space such that (or ). The space is said to have the Fatou property if for every sequence that converges in ( respectively), as and that satisfies it follows that and where the implicit constant is independent of
It can be shown, using standard proofs, that Triebel–Lizorkin and Besov spaces based on a quasi-Banach space of measurable functions (i.e. and their homogeneous counterparts) posses the Fatou property for any and if satisfies the following properties: (1) if and pointwise a.e., then (2) if and poinwise a.e., then Given a weight properties (1) and (2) are easily verified for if if if they also hold for if as shown in [13, Theorem 2.61]. As a consequence, all the Triebel–Lizorkin and Besov spaces considered in the statements of the theorems in Sections 2 and 6 have the Fatou–Property.
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