Multiplier conditions for Boundedness into Hardy spaces
Loukas Grafakos, Shohei Nakamura, Hanh Van Nguyen, Yoshihiro Sawano

TL;DR
This paper establishes explicit necessary and sufficient conditions for certain multilinear multiplier operators to be bounded into Hardy spaces, focusing on the vanishing of symbols and their derivatives on specific hyperplanes.
Contribution
It provides new explicit conditions for the boundedness of multilinear multipliers of Coifman-Meyer type into Hardy spaces, extending previous results.
Findings
Conditions involve vanishing of symbols and derivatives on hyperplanes
Applicable to linear and multilinear operators of Coifman-Meyer type
Results include intermediate types of operators
Abstract
In the present work, we find useful and explicit necessary and sufficient conditions for linear and multilinear multiplier operators of Coifman-Meyer type, finite sum of products of Calder\'on-Zygmund operators, and also of intermediate types to be bounded from a product of Lebesgue or Hardy spaces into a Hardy space. These conditions state that the symbols of the multipliers and their derivatives vanish on the hyperplane .
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 Mathematical Physics Problems · Holomorphic and Operator Theory
Multiplier conditions for Boundedness into Hardy spaces
Loukas Grafakos
Department of Mathematics, University of Missouri, Columbia, MO 65211
,
Shohei Nakamura
Department of Mathematical Science and Information Science
,
Hanh Van Nguyen
Department of Mathematics, University of Alabama, Tuscaloosa, AL 35487
and
Yoshihiro Sawano
Department of Mathematical Science and Information Science
Abstract.
In the present work, we find useful and explicit necessary and sufficient conditions for linear and multilinear multiplier operators of Coifman-Meyer type, finite sum of products of Calderón-Zygmund operators, and also of intermediate types to be bounded from a product of Lebesgue or Hardy spaces into a Hardy space. These conditions state that the symbols of the multipliers and their derivatives vanish on the hyperplane .
The first author would like to thank the Simons Foundation. The fourth author is supported by Grant-in-Aid for Scientific Research (C), No. 16K05209, Japan Society for the Promotion of Science.
MSC 42B15, 42B30
1. Introduction
Hardy spaces are spaces of distributions on whose smooth maximal functions lie in , for . These spaces coincide with if . Let and is a prescribed integer satisfying N\geq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor}+1, where \big{\lfloor}s\big{\rfloor} denotes the largest integer less than or equal to . An function is said to be -atom, if is supported on some cube and satisfies
[TABLE]
for all such that , see [6], [19]. The space can be characterized as the set of all tempered distributions which can be expressed as a sum of the form , where are -atoms and is a sequence of non-negative numbers such that
[TABLE]
In this note we study linear or multilinear multiplier operators that map products of Hardy spaces into other Hardy spaces. These operators have the form
[TABLE]
where is a bounded function on . Here denotes the Fourier transform of a Schwartz function defined by . We are interested in explicit conditions on the symbol that characterize boundedness into a Hardy space. These conditions reflect the amount of cancellation the symbols contain. For instance, boundedness into for -linear operators is characterized by the cancellation condition on the hyperplane , where is given by
[TABLE]
For a multiindex we set , where . A symbol on is called of Coifman-Meyer type if
[TABLE]
for sufficiently large -tuples of nonnegative integers , henceforth called multiindices. Here is the size of a multiindex . The associated operators are called multilinear Calderón-Zygmund operators; these were initially introduced in [2] and were extensively studied in [14]. These operators map products of Lebesgue spaces into another Lebesgue space , where , , and satisfy
[TABLE]
Boundedness into a Lebesgue space also holds if the initial spaces are Hardy spaces, as shown in [10]; the range is included in [10]. Additionally, it was shown by the authors [13] that maps a product of Hardy spaces into another Hardy space if the action of on atoms has vanishing moments, i.e.
[TABLE]
for all -atom and for all |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor}. Remarkably, the cancellation condition (1.4) is only required to hold for all smooth functions with compact support , where
[TABLE]
We have the following theorem concerning operators associated with Coifman-Meyer symbols.
Theorem 1.1**.**
Let be a bounded function on and \sigma\in\mathcal{C}^{\infty}\big{(}\mathbb{R}^{mn}\setminus\{(0,\dots,0)\}\big{)} that satisfies (1.2). Fix , that satisfy (1.3). Then the following two statements are equivalent:
- (a)
* maps to * 2. (b)
For all multiindices with |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor} we have
[TABLE]
for all .
We also consider symbols of the product form
[TABLE]
where the ’s are Fourier transforms of sufficiently smooth Calderón-Zygmund kernels on . For such symbols with it was shown in [4] (see also [11]) that the associated operators are bounded from a product of Hardy spaces into another Hardy space if and only if (1.4) holds. For symbols of the form (1.6) we prove the following analogous result:
Theorem 1.2**.**
Let , , be Fourier transforms of Calderón-Zygmund kernels on , and let be a function on given by (1.6). Fix , that satisfy (1.3). Then the following two statements are equivalent:
- (a)
* maps to * 2. (b)
For all multiindices with |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor} condition (1.5) holds, i.e.
[TABLE]
for all .
Note that for symbols of both types (1.2) and (1.6) we always have
[TABLE]
for all and all , , under the assumption that if . It turns out that condition (1.7) suffices for the purposes of proving the equivalence between (a) and (b) in both Theorems 1.1 and 1.2, although it is not strong enough to imply boundedness on any product of Lebesgue spaces (see [9]).
Remark 1.3**.**
By symmetry, we note that in condition (1.5) the derivative can be replaced by for any in Theorems 1.1 and 1.2.
Boundedness into for operators is often expressed in terms of cancellation of the action of the operator on tuples of atoms. Let if . In order for the integral
[TABLE]
to be absolutely convergent, it is necessary for to have decay, where are -atoms. Precisely, we assume that for any -tuple of -atom there exists function which decays like as , such that for all
[TABLE]
We note that condition (1.8) is valid for a large class of multilinear operators such as those in Theorems 1.1 and 1.2. Indeed, for operators with symbols of the form (1.6) we can take
[TABLE]
where is a cube that contains the support of , denotes the length of .
Condition (1.8) is also valid for Coifman-Meyer multipliers (1.2). Indeed, we can choose
[TABLE]
See [13] for estimates (1.9) and (1.10).
To state the main equivalence result between cancellation of multipliers and cancellation of the action of an operator on tuples of atoms we introduce some notation. For and , we denote
[TABLE]
We also define sets
[TABLE]
We will derive both Theorems 1.1 and 1.2 via the following general result.
Theorem 1.4**.**
Let in L^{\infty}(\mathbb{R}^{mn})\cap\mathcal{C}^{\infty}\big{(}\mathbb{R}^{mn}\setminus\Gamma(\mathbb{R}^{mn})\big{)} satisfy (1.7). Assume that satisfies (1.8) for all and
[TABLE]
Then the following two statements are equivalent:
- (a)
For all multiindices with |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor} condition (1.5) holds, i.e.
[TABLE] 2. (b)
For all , , condition (1.4) holds, i.e.
[TABLE]
for all with |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor}.
Throughout this paper, we denote multiindices by letters , , , etc and use the abbreviation to denote that for all if and . We also let denote a constant independent of crucial parameters whose value may vary on different occurrences.
2. The linear case
In the linear case, assumption (1.4) holds automatically via the following lemma:
Lemma 2.1**.**
For any and , we have that
[TABLE]
Proof.
We write
[TABLE]
integrating by parts. Now, we notice that by the Taylor expansion and the vanishing moments of ,
[TABLE]
as . Hence, we see that
[TABLE]
∎
As a result, the linear Fourier multipliers satisfying the suitable decay condition map product of Hardy spaces into Hardy spaces as is well known.
3. The bilinear case
For the sake of clarity of exposition, we first discuss the bilinear case of Theorem 1.4.
Theorem 3.1**.**
Let satisfy so that satisfies . Then for a given the following conditions are equivalent:
- (a)
For all with and , we have
[TABLE] 2. (b)
For any smooth functions ,
[TABLE]
To obtain Theorem 3.1 we need a couple of lemmas. Here and below by the open ball centered at of radius .
Lemma 3.2**.**
Assume that is a bounded function on and smooth away from the axes that satisfies (1.7). Fix . Then for all with there is a constant such that
[TABLE]
where is a smooth function with bounded derivatives and for all .
Proof.
Fix any and any . We will show that
[TABLE]
where is independent of and . Note that the function is smooth on the domain of integration , since and thus . With this in mind, involving the Taylor expansion of , we notice that
[TABLE]
for any with . Here we used assumption (1.7) and the fact that are bounded and vanishing at [math] for all . ∎
Lemma 3.3**.**
Given and in that satisfies , if has sufficient decay (1.8), then we have
[TABLE]
Proof.
First, we write
[TABLE]
using integration by parts. In view of the identity
[TABLE]
the expression on the right in (3) equals
[TABLE]
Now, we decompose (3.8) as , where
[TABLE]
For the first term, using the vanishing moment condition for , we have that
[TABLE]
For the second term, inequality (3.3) gives us
[TABLE]
for any and any where the constant is independent of and . Recall the derivative with respect to the second variable of a function of two variables. Integrating by parts, we rewrite as
[TABLE]
The Lebesgue dominated convergence theorem and the approximation to identity, combined with the fact that (3.9) holds and that , yields
[TABLE]
This completes the proof of the lemma. ∎
Lemma 3.4**.**
There exists a function such that
[TABLE]
Proof.
The Fourier transform of the function \big{(}\frac{\cos|\xi|-1}{|\xi|}\big{)}^{n+1} on is known to be compactly supported; see [1, Lemma 3.1] and bounded but may not be smooth. Let be a smooth and compactly supported function with non-vanishing integral. Then \zeta=\Phi*\Big{(}\big{(}\frac{\cos|\xi|-1}{|\xi|}\big{)}^{n+1}\Big{)}^{\vee} lies in and satisfies for all in a neighborhood of the origin, since and do not vanish near zero and vanishes only at zero. It remains to dilate to make it satisfy (3.10). ∎
Lemma 3.5**.**
Let be fixed and . Assume for all functions with satisfying
[TABLE]
we have
[TABLE]
Then a.e..
Proof.
Denote
[TABLE]
First, we observe that if , then where for given . To check this observation for , we can easily see that is a bounded function with bounded support. Also ; and hence since Next we want to show that
[TABLE]
In fact, we have
[TABLE]
Thus (3.11) is verified, and we are done with checking that .
As a consequence of the above observation, we claim that a.e. and for all . Indeed, fix For each the above observation showed that Therefore,
[TABLE]
i.e., \big{(}\widehat{G}F)^{\vee}(x_{0})=0 for each and for all . This completes our claim a.e. and for all .
The rest of the proof is to verify that a.e. by showing a.e. on . By Lemma 3.4, we can find a function such that and for all Define
[TABLE]
It is clear that and
[TABLE]
which satisfies condition for all Thus . By our claim, we have a.e. Noting that for we deduce a.e. on . By a suitable dilation, we can show that a.e. on . ∎
Proof of Theorem 3.1.
We first assume (3.1), and then prove (3.2). This direction can be obtained easily by Lemma 3.3.
Next we consider the inverse implication, i.e., assume (3.2) and then prove (3.1). We first focus on the case of . By Lemma 3.3, condition (3.2) is equivalent to
[TABLE]
for all -atoms and for all -atoms . Now Lemma 3.5 implies that
[TABLE]
Fix Choose , such that , and hence (3.12) deduces , which implies (3.1) for .
Next, we discuss the case of by induction on its order. Indeed, assume inductively that (3.1) holds for all We want to show that it also holds for . The inductive hypothesis together with Lemma 3.3 deduces
[TABLE]
Repeat the argument in the case , we obtain (3.1) for The proof of the theorem is now completed. ∎
4. The multilinear case
In this section we prove Theorem 1.4.
Lemma 4.1**.**
Let . Let be a multi-index with . Let and be functions as stated in Theorem 1.4. Then we have
[TABLE]
Proof.
Recall the function supported in the unit ball and Fix , Now we have
[TABLE]
Let
[TABLE]
and denote
[TABLE]
where is defined in (1.11). Also set , and hence . The last integral in (4.2) can be decomposed into two parts: where
[TABLE]
and
[TABLE]
Next we will show that Indeed, we can estimate
[TABLE]
Thus, it is enough to show that
[TABLE]
for all , and
[TABLE]
Without loss of generality, we have only to prove (4.3) for In this case, we have
[TABLE]
and hence
[TABLE]
which tends to [math] as approaches to [math].
Notice that is supported in the unit ball, therefore survives only if . Identity (4.4) can be proved similarly by making use of the fact that for all ,
[TABLE]
and the vanishing moments of .
Now we turn into and rewrite it in the following form
[TABLE]
Fix so that , and that for all We easily see that the function is smooth on . Integrating by parts, we have
[TABLE]
Thus
[TABLE]
An argument similar to Lemma 3.2 allows us to use Lebesgue dominated convergence theorem to pass the limit to inside the above integral, together with the use of the approximate identity, to obtain
[TABLE]
This identity completes the proof of the lemma. ∎
Proof of Theorem 1.4.
By Lemma 3.3, it is clear that if (1.5) is valid then (1.4) holds automatically. For the reverse direction, we use an analogous extension of Lemma 3.5 and repeat the proof of Theorem 3.1. ∎
5. Proof of Theorem 1.1
Let be fixed and let be a bounded function in that satisfies either (1.2) or (1.6), and let be the multilinear multiplier operator associated to . As showed in [13], is bounded from to , where and , if (1.4) holds, i.e.,
[TABLE]
for all and all 0<|\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor}. Therefore, the reverse direction from to of Theorem 1.1 follows from Theorem 1.4.
To obtain the other direction, since satisfies (1.8), is an integrable function. Therefore if , then (1.4) is valid. This is a consequence of a result in [19, p. 128, 5.4 (c)]. Similarly, we can prove Theorem 1.2 by repeating the above argument.
6. Remarks, Examples, and Applications
It is noteworthy to mention that our results are also valid for symbols of intermediate or mixed type, i.e., of the form
[TABLE]
where for each , is a partition of and each is an -linear Coifman-Meyer multiplier operator. We write to denote such partitions. There is an analogous theorem for these general symbols.
Theorem 6.1**.**
Let be as in (6.1). Fix , that satisfy (1.3). Then the following two statements are equivalent:
- (a)
* maps to * 2. (b)
For all |\alpha|\leq\big{\lfloor}n(\frac{1}{p}-1)\big{\rfloor} condition (1.5) holds, i.e.
[TABLE]
for all on the hyperplane away from the points of singularity of .
For the sake of brevity we don’t include a proof of Theorem 6.1 in this note, but we point out that similar techniques can be used to obtain it.
Next, we provide examples of functions that satisfy conditions (3.1); some of these examples are inspired by those given in [7]: On with coordinates consider the multipliers
[TABLE]
An alternative example is obtained by considering the multiplier
[TABLE]
It is easy to verify that for we have
[TABLE]
For higher order cancellation consider the examples
[TABLE]
and
[TABLE]
both of which satisfy:
[TABLE]
for . The symbols and are inspired by [7] and arise by expansions of the Hessian or by combinations of the Riesz transforms. Examples of and are of Coifman-Meyer type (case (i) in the introduction) while and are as in case (ii), i.e., sums of products of Calderón-Zygmund operators.
We generalize this example as follows:
[TABLE]
where each is positive integer. By the Leibniz rule we can check that
[TABLE]
as long as .
Finally, we address the following question111posed by R. R. Coifman by personal communication and give a partial answer: Find a condition on a bilinear multiplier such for any two sequences weakly and weakly, then weakly. Suppose that is given in multiplier form by
[TABLE]
where are defined on and is a Coifman-Meyer multiplier, i.e., it satisfies:
[TABLE]
for sufficiently large multiindices , . We provide a condition on so that the associated operator preserves weak convergence. Obviously the product does not preserve weak convergence because the symbol fails to satisfy condition below.
Corollary 6.2**.**
Let and let be as above. Suppose that , , , , are functions on that satisfy:
- (i)
. 2. (ii)
. 3. (iii)
* weakly in .* 4. (iv)
* weakly in .* 5. (v)
* for all .* 6. (vi)
* converges a.e. to .*
Then converges to weakly in in the sense that
[TABLE]
for all functions .
Proof.
The boundedness of from to can proved by combining condition with Theorem 3.1 () and the result in [13]; a version of this result was also proved by Dobyinski [5, Lemme 3.8]; see also [3]. It follows that
[TABLE]
Thus the sequence is uniformly bounded in and converges a.e. to . Then we obtain (6.2) as a consequence of the result in [16]. ∎
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] Bernicot F., Grafakos L., Song L., Yan L., The bilinear Bochner-Riesz problem. (English summary) J. Anal. Math. 127 (2015), 179–217.
- 2[2] Coifman R. R., Meyer Y., Commutateurs d’intégrales singulières et opérateurs multilinéaires . Ann. Inst. Fourier, Grenoble 28 (1978), 177–202.
- 3[3] Coifman R. R., Lions P. L., Meyer Y., Semmes S., Compensated compactness and Hardy spaces , J. Math. Pures Appl. (9) 72 (1993), no. 3, 247–286.
- 4[4] Coifman R. R., Grafakos L., Hardy space estimates for multilinear operators, I, Revista Mat. Iberoam. 8 (1992), no. 1, 45–67.
- 5[5] Dobyinski S., Ondelettes, renormalisations du produit et applications a certains operateurs bilineaires , Thèse de doctorat, Mathématiques, Univ. de Paris 9, France, 1992.
- 6[6] García-Cuerva J., Rubio de Francia J.-L., Weighted Norm Inequalities and Related Topics , North-Holland Mathematics Studies, Vol. 116, North Holland, Amsterdam 1985.
- 7[7] Grafakos L., Hardy space estimates for multilinear operators, II, Revista Mat. Iberoam. 8 (1992), no. 1, 69–92.
- 8[8] Grafakos L., Modern Fourier Analysis, 3rd edition, GTM 250, Springer, NY 2014.
