
TL;DR
This paper establishes a sharp multi-dimensional Hardy's inequality for Hermite-type Laguerre functions and generalized Hermite expansions, confirming the optimality of existing inequalities for Hermite functions.
Contribution
It extends Hardy's inequality to multi-dimensional Hermite-type Laguerre functions and generalized Hermite expansions, demonstrating the sharpness of known inequalities.
Findings
Proved sharp Hardy's inequality for Hermite-type Laguerre functions in multiple dimensions.
Derived the corresponding inequality for generalized Hermite expansions.
Confirmed the optimality of the existing Hardy's inequality for Hermite functions.
Abstract
Sharp multi-dimensional Hardy's inequality for the Laguerre functions of Hermite type is proved for the type parameter . As a consequence we obtain the corresponding result for the generalized Hermite expansions. In particular, it validate that the known version of Hardy's inequality for the Hermite functions is sharp.
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.
On Hardy’s inequality for Hermite expansions
Paweł Plewa
Paweł Plewa
Faculty of Pure and Applied Mathematics, Wrocław University of Science and Technology
Wyb. Wyspiańskiego 27, 50–370 Wrocław, Poland
Abstract.
Sharp multi-dimensional Hardy’s inequality for the Laguerre functions of Hermite type is proved for the type parameter . As a consequence we obtain the corresponding result for the generalized Hermite expansions. In particular, it validate that the known version of Hardy’s inequality for the Hermite functions is sharp.
††footnotetext: 2010 Mathematics Subject Classification: Primary: 42C10; Secondary: 42B30, 33C45
Key words and phrases: Hardy’s inequality, Hardy’s space, Hermite expansions, Laguerre expansions of Hermite type.
The paper is a part of author’s doctoral thesis written under the supervision of Professor Krzysztof Stempak.
1. Introduction
Hardy and Littlewood [4] proved the following inequality for Fourier coefficients
[TABLE]
where denotes the real Hardy space constituted by the boundary values of the real parts of functions in the Hardy space , where is the unit disk on the plane.
Kanjin [5] initiated investigation of analogues of (1) for orthogonal expansions. He proved the one-dimensional version of the following inequality
[TABLE]
where , stands for the inner product in , are the Hermite functions, and denotes the Hardy space. We will refer to the constant as the admissible exponent.
Recently many authors studied Hardy’s inequality for Hermite expansions. In the mentioned article Kanjin examined only the case and proved a version of (2) with . Later Radha [14] investigated the multi-dimensional setting . For an arbitrary , the admissible exponent was obtained. Then Radha and Thangavelu [15] received for . Unfortunately, the applied method did not work in the one-dimensional case. Kanjin [6] basing on a paper of Balasubramanian and Radha [2] justified that for the admissible exponent is , for an arbitrary . He also conjectured that it can be lowered to . It was indeed proved by Z. Li, Y. Yu and Y. Shi [9].
Hardy’s inequality was also investigated in the context of different orthonormal expansions as well. Kanjin and Sato [7] studied the case of the Jacobi expansions. Moreover, the author considered various Laguerre expansions in [12, 13]. Furthermore, an analogue of Hardy’s inequality was scrutinized, namely the Hardy space was replaced by for (see [2, 15, 16]).
The primary goal of this article is to prove that the admissible exponent in (2) cannot be lowered. For this purpose we extend the result from [12] for Laguerre expansions of Hermite type, to a wider range of the type parameter, namely . We also construct an explicit counterexample to show that the associated admissible exponent is sharp. Moreover, we are able to deduce the corresponding result for the generalized Hermite expansions along with its sharpness. Consequently, we get sharpness of (2) with .
Our main tool in establishing Hardy’s inequality is [13, Theorem 2.2]. The verification of the required conditions for the type parameter is more complicated than for (as it was implicitly done in [12]). In order to deduce Hardy’s inequality for the generalized Hermite setting from the result for the Laguerre setting of Hermite type, we apply a decomposition of functions on with respect to its parity. Using the same method one can prove an -analogue of Hardy’s inequality (compare [6, 12, 13]).
The organization of this paper is as follows. In Section 2 we state preliminaries, mainly some facts about the Hardy spaces, and recall [13, Theorem 2.2]. Section 3 is devoted to the Laguerre expansions of Hermite type. We present some auxiliary results leading to the verification of the assumptions of Theorem 2.2. Furthermore, we construct the mentioned counterexample. In Section 4 we justify that Hardy’s inequality for the generalized Hermite expansions follows from the corresponding result for the Laguerre functions of Hermite type.
Notation
Throughout this paper we shall denote and , where is the dimension. We shall distinguish the one-dimensional variables from the multi-dimensional ones. Therefore, in the case we write for real variables and or for non-negative integers. On the other hand, in the case we use for real vectors, and for multi-indices. The Euclidean norm is denoted by and , whereas stand for the length of . If a multi-index is constant, then we will use the bold font, e.g. . The Laguerre type multi-index will be denoted by the same symbol in both cases and . It should be always clear from the context whether refers to or . Similarly as before, , stands for the length of the multi-index . Note that may be negative. We will use the usual convention writing , . If a function is defined on , then its restriction to is denoted by .
The symbol stands for inequalities that hold with a multiplicative constant that may vary from line to line. Such constant may depend on parameters quantified beforehand, but not on the ones quantified afterwards. If and hold simultaneously, then we will write .
Acknowledgement
The author would like to express his gratitude to Professor Krzysztof Stempak for his remarks.
2. Preliminaries
A measurable function defined on is called -symmetric for some , if is even with respect to every -th coordinate such that and odd with respect to the remaining coordinates. We shall make use of the decomposition
[TABLE]
where
[TABLE]
The classical Hardy space can be defined in many ways (see [17]), e.g. given a Schwartz function such that , we say that a function belongs to if and only if
[TABLE]
where . The definition of is independent of the chosen function . The definition (3) is referred to as the maximal characterization of . We emphasize that
[TABLE]
A measurable function is called an -atom if it is supported in a Euclidean ball and satisfies the cancellation condition and the size condition, namely and , respectively, where denotes the Lebesgue measure of .
A function is in if and only if it admits an atomic decomposition, i.e. there exist a sequence of coefficients and a sequence of -atoms such that
[TABLE]
where the series is convergent in . Moreover,
[TABLE]
We define
[TABLE]
where the the infimum is taken over all atomic decompositions of . The norms and are equivalent. From now on, we shall use the latter and write simply
We emphasise that for and every we have . Hence, for any there is and .
The following lemma holds.
Lemma 2.1**.**
If and is -symmetric, then . Moreover,
[TABLE]
Proof.
Fix and -symmetric function . We choose an atomic decomposition of . Let
[TABLE]
where ’s are -atoms. Hence,
[TABLE]
In order to prove that it suffices to justify that for any -atom , the function
[TABLE]
is an -atom as well. Indeed, if the inferior of the support of does not intersect any of the hyperplanes , , then for all but one , there is . For the remaining there holds , so is an -atom.
Let us now define
[TABLE]
where denotes the interior of a set. Without any loss of generality we may assume that we have for some . Then, for any the function
[TABLE]
is an -atom. Moreover, for all but one the function above vanishes identically. Therefore is an -atom. Hence, and
[TABLE]
In order to justify the opposite estimate we notice that
[TABLE]
This finishes the proof of the lemma. ∎
We define the Hardy space as follows. A function belongs to if there exists such that and . Moreover, we set .
The proof of Lemma 2.1 yields that if and only if it admits an atomic decomposition as in (4), where are -atoms, e.g. are usual atoms and their supports are Euclidean balls intersected with . Furthermore, for and there is
[TABLE]
We shall make use of [13, Theorem 2.2]. For the reader’s convenience we state it below (only for Lebesgue measure).
Theorem 2.2**.**
Let be an open convex subset of . For a given orthonormal basis in , such that , , we define a family of operators via
[TABLE]
We assume that the operators are integral operators and the associated kernels satisfy for some and a finite set composed of positive numbers the condition
[TABLE]
uniformly in , , and almost every such that . Then the inequality
[TABLE]
holds uniformly in , where
[TABLE]
In the theorem above the space is a Hardy space is the sense of Coifman-Weiss (see [3, pp. 591-592]). If or , then it coincides with the definitions presented before.
3. Laguerre functions of Hermite type
The Laguerre functions of Hermite type are defined by the formula
[TABLE]
in the one-dimensional case, and as the tensor product in higher dimensions. The system of functions is an orthonormal basis in .
We will make use of the known estimates (see [10, p. 435] and [1, p. 699])
[TABLE]
where and with depending only on .
Using (8) for one gets
[TABLE]
compare [18, p. 99]. Moreover, using (8) and the recurrence formula
[TABLE]
where , we obtain for ,
[TABLE]
The estimate fails to hold for . However, it is easy to prove that for we have
[TABLE]
In order to prove Hardy’s inequality associated with the Laguerre functions of Hermite type we shall use Theorem 2.2. The kernels associated with the family of integral operators for Laguerre functions of Hermite type, defined as in (6), are of the form
[TABLE]
and, for , can be explicitly expressed by (compare [19, p. 102])
[TABLE]
where denotes the modified Bessel function of the first kind, and as the tensor product in higher dimensions.
We remark that in the light of [12, Lemma 3.1] in order to verify the multi-dimensional assumption (7) (with and ) for the Laguerre functions of Hermite type with , it suffices to prove the following one-dimensional result.
Proposition 3.1**.**
If , then
[TABLE]
uniformly in and such that .
Before the proof of the proposition we present two auxiliary lemmas.
Lemma 3.2**.**
If , then
[TABLE]
uniformly in and .
Proof.
Without any loss of generality we assume that . Fix and . Note that (8) yields
[TABLE]
Hence, applying (10), (9), and using the fact that the function is -Hölder continuous on , we get
[TABLE]
uniformly in and . This finishes the proof. ∎
Lemma 3.3**.**
For the estimate
[TABLE]
holds uniformly in and .
Proof.
Fix . Using (13) and the estimates (see [8, p. 136])
[TABLE]
[TABLE]
we obtain the pointwise bound (compare [12, (8)])
[TABLE]
Now we shall prove the claim. The following estimates are uniform in and in the indicated ranges of . Firstly, note that for
[TABLE]
Secondly, for , we have
[TABLE]
and for we obtain
[TABLE]
This finishes the proof of the lemma. ∎
Proof of Proposition 3.1.
For the claim follows from [12, Proposition 3.4], hence, from now on, we consider only . Also, without any loss of generality, we assume .
Firstly, note that using the mean value theorem, Parseval’s identity, and (12) we obtain
[TABLE]
uniformly in and . On the other hand, applying (11) and Lemma 3.2, we receive
[TABLE]
uniformly in and . Combining the above gives the claim for .
Now we assume that . Invoking the formula (see [8, p. 110])
[TABLE]
we get
[TABLE]
Using [13, Lemma 3.2] (originally from [11, pp. 6-7]) we obtain
[TABLE]
uniformly in , . Proceeding as in the proof of [12, Proposition 3.4] one can show that
[TABLE]
uniformly in and . We leave the details for the interested reader. Thus, we arrived at
[TABLE]
uniformly in and .
In order to complete the proof it suffices to estimate the remaining component. Using Minkowski’s integral inequality and Lemma 3.3 we get
[TABLE]
uniformly in and . Finally,
[TABLE]
uniformly in and .
Combining the above gives the claim. ∎
Theorem 3.4**.**
For the inequality
[TABLE]
holds uniformly in . The result is sharp in the sense that for any there exists such that
[TABLE]
Proof.
For the first part of the theorem it suffices to use Proposition 3.1, [12, Lemma 3.1], and Theorem 2.2.
In order to prove sharpness, for a given , we shall construct an appropriate -atom such that
[TABLE]
We begin with the case and .
Firstly, note that for we have the estimate (compare [10, pp. 435, 453)])
[TABLE]
where are constants depending only on .
Fix , , and . For we define
[TABLE]
It is easy to check that is an -atom. We estimate
[TABLE]
Choosing sufficiently small and independently of we obtain
[TABLE]
Thus,
[TABLE]
which finishes the proof for and .
Note that if , then by (10) and (8) we have
[TABLE]
Hence, using the mean value theorem we obtain for
[TABLE]
where is between and .
In the multi-dimensional case we define
[TABLE]
It can be checked that is an -atom and that (14) holds. We leave the details for the interested reader. ∎
4. Generalized Hermite functions
The generalized Hermite functions of order on are defined by the relation
[TABLE]
(for we naturally extend the definition of ). In the case we define them as tensor products of the one-dimensional . Note that if , then the functions are the classical Hermite functions.
In the following theorem we use two inner products: in and in denoted by and , respectively.
Theorem 4.1**.**
Let . The following inequality holds
[TABLE]
uniformly in . The exponent is sharp, in the sense that for every there exists such that
[TABLE]
Proof.
We shall justify that the claims follow from Theorem 3.4.
We introduce a function , defined by
[TABLE]
Fix . For we shall denote
[TABLE]
Note that is -symmetric. Hence,
[TABLE]
Thus, we estimate using (5)
[TABLE]
This finishes the verification of the first claim.
In order to prove the second claim, we fix . Let . Theorem 3.4 yields that there exists such that
[TABLE]
We extend to an -symmetric function . We emphasise that . Hence,
[TABLE]
This finishes the proof of the theorem. ∎
Theorem 4.1 holds for the classical Hermite functions (that is for ), and hence the admissible exponent obtained in [9, 15] is sharp.
In the previous articles (see [12, 13]) we proved the -analogues of Hardy’s type inequalities. Therefore we present a corresponding result for the generalized Hermite functions below. It can be proved basing on [12, Theorem 5.1] and using similar arguments as in the proof of Theorem 4.1.
Theorem 4.2**.**
Let and . Then
[TABLE]
uniformly in . The result is sharp in the sense that there is such that
[TABLE]
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] R. Askey, S. Wainger, Mean convergence of expansions in Laguerre and Hermite series , Amer. J. Math. 87 (1965), 695-708.
- 2[2] R. Balasubramanian, R. Radha, Hardy-type inequalities for Hermite expansions , J. Inequal. Pure Appl. Math. 6 (2005), 1-4.
- 3[3] R. R. Coifman, G. Weiss, Extension of Hardy spaces and their use in analysis , Bull. Amer. Math Soc. 83 (1977), 569-645.
- 4[4] G. H. Hardy, J. E. Littlewood, Some new properties of Fourier constants , Math. Annal. 97 (1927), 159-209.
- 5[5] Y. Kanjin, Hardy’s inequalities for Hermite and Laguerre expansions , Bull. London Math. Soc. 29 (1997), 331-337.
- 6[6] Y. Kanjin, Hardy’s inequalities for Hermite and Laguerre expansions revisited , J. Math. Soc. Japan 63 (2011), 753-767.
- 7[7] Y. Kanjin, K. Sato, Hardy’s inequalities for Jacobi expansions , Math. Inequal. Appl. 7 (2004), 551-555.
- 8[8] N. N. Lebedev, Special functions and their applications , Dover, New York, 1972.
