Abstract
We provide the conditions for the boundedness of the Bochner–Riesz operator acting between two different Grand Lebesgue Spaces. Moreover we obtain a lower estimate for the constant appearing in the Lebesgue–Riesz norm estimation of the Bochner–Riesz operator and we investigate the convergence of the Bochner–Riesz approximation in Lebesgue–Riesz spaces.
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1 Introduction
The well-known (pseudo-differential) Bochner-Riesz linear operator \(B_R^{\alpha }[f]\), acting on measurable functions \( f: \mathbb {R}^n \rightarrow \mathbb {R}\) (\(n>1\)), is defined as follows
where
(x, y) stands for the scalar (inner) product of two vectors \( x,y\in \mathbb {R}^n\), \( |y|^2 := (y,y)\) and \(\tilde{f} \ \) denotes, as ordinary, the Fourier transform
The applications of these operators are described in particular in Functional Analysis (see [10, 23]) and in statistics of random processes and field (see [5, 41]).
The classical Lebesgue-Riesz norm \( ||f||_p, \ p \in [1,\infty ]\), for the function f, is denoted by
and the corresponding Banach space is, as usually,
Denote, for an arbitrary linear or quasi linear operator U, acting from \( L_p\) to \( L_q, \ p,q \ge 1 \), its norm
Of course, the operator U is bounded as the operator acting from the space \( L_p \) into the space \( L_q \) iff \( ||U||_{p,q} < \infty \).
More generally, for the operator U acting from some Banach space F equipped with the norm \( ||\cdot ||_F \) into another (in the general case) Banach space D, having the norm \(||\cdot ||_D \), we denote as usually
There exists a huge numbers of works devoted to the \( \ p,q \ \) estimates for Bochner-Riesz operators \( \ B_R^{\alpha }, \ \) as a rule for the case \( \ q = p, \ \) see e.g. [23, chapter5], [9, 10, 13, 29, 35, 42, 43], etc. The boundedness of these operators in Morrey–Lorentz spaces and in \(L^p\) spaces with variable exponent has been investigated in [25] and [8], respectively.
Our aim, in this paper, is to extend some results contained in the above mentioned works concerning upper estimates for the norm of the Bochner-Riesz operator, in the case of different Lebesgue–Riesz spaces (Sect. 2) and to extend these estimates to the so-called Grand Lebesgue Spaces (GLS), see Sect. 3.
We deduce also a non trivial quantitative lower estimate for the coefficient in the Lebesgue–Riesz norm estimation for the Bochner-Riesz operator (Sect. 4) and we study the convergence of the Bochner–Riesz approximation in Lebesgue-Riesz spaces (Sect. 5).
2 Norm estimates for the Bochner–Riesz operator acting between different Lebesgue-Riesz spaces
We clarify slightly the known results about the Lebesgue–Riesz p, r norms for the operators \(B_R^{\alpha }\) defined in (1.1), see e.g. [10, 12, 23, 29, 43], ecc.
It is important to observe that the Bochner–Riesz operator \( \ B_R^{\alpha } \) may be rewritten as a convolution, namely
where \( R = \mathrm{const} > 0 \),
\(\Gamma (\cdot )\) is the Gamma-function, \(J_{\lambda }(\cdot ) \) is the Bessel function of order \(\lambda \) and \(|z| = \sqrt{(z,z)}\).
Notice that, under our restriction on \(\alpha \),
Evidently,
where in turn
see, e.g., [10, pp. 171–172].
Note that, from the identity (2.3), it follows
as long as \( \ R > 0. \ \)
Assume here and in the sequel
and introduce the value
so that
where the inequality on the left hand side is true due to the restriction \(\alpha >-1\).
Moreover, using the well-known results about the behavior of the Bessel functions (see, e.g., [10, p. 172]),
it is easy to estimate
and \( \ ||K_{\lambda }||_q = \infty \ \) otherwise (see also, e.g., [23, pp. 339-341]).
Correspondingly,
Furthermore, we recall the Beckner–Brascamp–Lieb–Young inequality for the convolution (see [3, 4])
where \( p,q, r \ge 1\) and
We point out that the constant \(C_m\) defined above, and considered in (2.10) for \(m=p,q,r\), does not blow up when \(m\rightarrow 1\) (which implies \(m'\rightarrow \infty \)), in fact \(C_m\rightarrow 1\) in this case. Therefore p, q, r are allowed to be 1. Note that
Recently in [22] has been given a generalization of the convolution inequality in the context of the Grand Lebesgue Spaces (see Sect. 3 for the definition), built on a unimodular locally compact topological group.
The estimate (2.10) is essentially non-improbable. Indeed, the equality in (2.10) is attained iff both functions f, g are proportional to Gaussian densities, namely there exists positive constants \(c_1,c_2,c_3,c_4\) such that
where \(|x|=\sqrt{(x,x)}\) is the euclidean norm. Then the convolution \( f*g\) is also Gaussian and
The following result about the boundedness of the Bochner–Riesz operator, acting between different Lebesgue–Riesz spaces, holds.
Theorem 2.1
Let \(p>1\) and \(f\in L_p(\mathbb {R}^n)\). Let \(\alpha \) be a constant such that
and
Let \(q,r\ge 1\) such that \(1 + 1/r = 1/q +1/p\) and assume \(q>q_0, \ r>r_0, \ p\le p_0\), where
Define, for \(R = \mathrm{const} > 0\),
Then the Bochner–Riesz operator satisfies
Proof
If \(f \in L_p\) for some value \( p>1\), then by (2.10) it follows
where \(1 + 1/r = 1/q +1/p \ \) and \( \ p, \ q, \ r \ge 1, \ q > q_0 \). On the other words,
Moreover it is easy to verify that \(r_0\), defined in (2.15), is such that \(r_0> p\).
Under our restrictions \(W(\alpha ,n, R; \ p,r)\) is finite and positive.
So we conclude that estimate (2.18) holds. \(\square \)
3 Main result: boundedness of Bochner–Riesz operators in Grand Lebesgue Spaces (GLS)
We recall here, for reader convenience, some known definitions and facts from the theory of Grand Lebesgue Spaces (GLS).
Definition 3.1
Let \( \ \psi = \psi (p), \ p \in (a,b)\), \( a,b = \mathrm{const}, \ 1 \le a < b \le \infty \), be a positive measurable numerical valued function, such that
The (Banach) Grand Lebesgue Space \(G\psi =G\psi (a,b)\) consists of all the real (or complex) numerical valued measurable functions \(f: \mathbb {R}^n \rightarrow \mathbb R\) having finite norm, defined by
We agree to write \( \ G\psi \ \) in the case when \(a = 1\) and \(b = \infty \).
The function \(\psi \) is named generating function for the space \(G\psi \) and we denote by \(\{\psi (\cdot )\}\) the set of all such functions.
For instance
or
are generating functions.
If
where \(C/\infty := 0, \ C \in \mathbb R\) (extremal case), then the corresponding \( G\psi \) space coincides with the classical Lebesgue-Riesz space \(L_r = L_r(\mathbb {R}^d)\).
The Grand Lebesgue Spaces and several generalizations of them have been widely investigated, mainly in the case of GLS on sets of finite measure, (see, e.g., [6, 11, 14, 20, 26, 27, 34, 36], etc). They play an important role in the theory of Partial Differential Equations (PDEs) (see, e.g., [2, 15, 17, 24], etc.), in interpolation theory (see, e.g., [16, 19]), in the theory of Probability ([21, 38, 40]), in Statistics [36, chapter 5], in theory of random fields [30, 39], in Functional Analysis [36, 37, 39] and so one.
These spaces are rearrangement invariant (r.i.) Banach functional (complete) spaces; their fundamental functions have been considered in [39]. They do not coincide, in the general case, with the classical Banach rearrangement functional spaces: Orlicz, Lorentz, Marcinkiewicz etc., see [34, 37]. The belonging of a function \( f: \mathbb {R}^n \rightarrow \mathbb {R}\) to some \( G\psi \) space is closely related with its tail function behavior as \( \ t \rightarrow 0+ \ \) as well as when \( \ t \rightarrow \infty , \ \) see [30, 32].
The Grand Lebesgue Spaces can be considered not only on the Euclidean space \( \mathbb {R}^n\) equipped with the Lebesgue measure, but also on an arbitrary measurable space with sigma-finite non-trivial measure.
In the following Theorem we investigate the boundedness of the Bochner-Riesz operator acting from some Grand Lebesgue Space \( G\psi =G\psi (a,b)\) into another one \( G\nu \). We will consider the same restrictions and quantities defined in Theorem 2.1.
Theorem 3.1
Let \(1\le a<b\le \infty \) and \(f\in G\psi (a,b)\). Let \(\alpha \) be a constant such that
Let \(p>1\), \(q, r\ge 1\), \(p_0, q_0, r_0\) and \( W(\alpha ,n, R; \ p,r)\) defined as in Theorem 2.1.
Denote
and
For \(r\in (d,\infty )\) let \(\nu (r)\) be the following generating function
Then
Proof
The proof is simple and alike as the one in [40]. First we observe that \(\nu (r)\) is finite. One can assume, without loss of generality, \( ||f||_{G\psi } = 1\), then \( ||f||_p \le \psi (p), \ p \in (a,b)\). Applying the inequality (2.18) we have
Taking the minimum over p subject to our limitations, we get
which is quite equivalent to our claim in (3.6). \(\square \)
Remark 3.1
Let us give the following generalization of Theorem 3.1 Let \( \ \zeta = \zeta (r), \ r \in (d, \ \infty ) \), be some another generating function from the set \( \ G\Psi [d, \infty ], \ \) such that a new function
also belongs to this set. We deduce from (3.7)
hence
Dividing on \( \ \kappa (r) \ \) and taking the supremum over \( \ r \ \), if we denote \( \ \theta (r) = \zeta (r) \kappa (r) \ \), we have
4 Lower bound for the coefficient in the Lebesgue–Riesz norm estimate for the Bochner–Riesz operator
Let \(p,r>1\), \(n>1\) and let us introduce the following variable
where \(W(\alpha ,n,R; \ p,r)\) is defined in Sect. 2. Our target in this Section is a lower bound for the above variable.
Theorem 4.1
Let \(p,r> 1\), \(n>1\) and
Then
Remark 4.1
The possible case when \( \ Q_n(p,r) = + \infty \ \) can not be excluded.
Proof
We will apply equality (2.12), in which we choose the ordinary Gaussian density
and take \( \ \alpha = R^2/2. \ \) Obviously
We have
where \( \ I(A) \ \) denotes the indicator function of the (measurable) set \( \ A, \ A \subset \mathbb {R}^n\).
Therefore, as \( R \rightarrow \infty \ \),
by virtue of dominated convergence theorem.
If we take \( \ f = f_0, \ \) then in (4.2) the convolution of two Gaussian densities appears.
It remains to apply the relation (2.12); we omit some simple calculations. \(\square \)
5 Convergence of Bochner–Riesz operators
We investigate here the convergence, as \( R \rightarrow \infty \), of the family of Bochner-Riesz approximations \( \ B_R^{\alpha }[f] \ \) to the source function f in the Lebesgue-Riesz norm \( \ L_p(\mathbb {R}^n), \ p \in (1,\infty )\), in addition to the similar results in [13, 23, 29], etc.
For any function \( f\in L_p(\mathbb {R}^n) \), its modulus of \( \ L_p \ \) continuity is defined alike as in approximation theory [1, chapter V] :
where \( \ T_h[f] \ \) denotes the shift operator
Obviously, \( \ \omega _p[f](\delta ) \le 2 ||f||_p \ \) and
Theorem 5.1
Let \(p \in (1,\infty ), \ \alpha \le \alpha _0 = (n-1)/2 \) and \( \ f \in L_p(\mathbb {R}^n)\). Then
Proof
The difference \( \ \Delta _R[f](t) = B_R^{\alpha } [f]-f \ \) has the form
We apply now the triangle inequality for the \( \ L_p \ \) norm in the integral form
Note that, under the above conditions,
so that (5.2) follows again from the dominated convergence theorem. \(\square \)
Remark 5.1
As a slight consequence, under the above conditions, if \( f \in L_p(\mathbb {R}^n) \), then
and, consequently,
The case \( \ p = \infty \ \) requires a separate consideration. Introduce the Banach space \( \ C_0(\mathbb {R}^n) \ \) as a collection of all bounded and uniformly continuous functions \( \ f: \mathbb {R}^n \rightarrow \mathbb {R}\ \), equipped with the ordinary norm,
As above
Evidently, \( \ \omega _{\infty }[f](\delta ) \le 2 ||f||_{\infty } \ \) and
The assertion of Theorem 5.1 under the same conditions remains true in the case \( \ p = \infty . \ \)
Theorem 5.2
Under the same conditions of Theorem 5.1, for any function \( \ f: \mathbb {R}^n \rightarrow \mathbb {R} \ \) from the space \( \ C_0(\mathbb {R}^n) \ \), its Bochner-Riesz approximation \( \ B_R^{\alpha } \ \) converges uniformly to the source function f, that is
Proof
The proof is the same as in Theorem 5.1 and may be omitted. \(\square \)
Remark 5.2
As before, if \(f\in C_0(\mathbb {R}^n) \), then
and moreover
6 Concluding remarks
- A.:
-
In our opinion, the method described in this paper may be essentially generalized to more operators of convolutions type, linear or not. See some preliminary results [34].
- B.:
-
The study of the maximal Bochner-Riesz operator \(B^\alpha _*\), defined by
$$\begin{aligned} B^\alpha _*[f](t)=\sup _{R>0}|B^\alpha _R[f](t)|, \end{aligned}$$is closely related to the pointwise convergence of the associated Bochner–Riesz operator \(B^\alpha _R[f]\) as \( R \rightarrow \infty \), for any \( f\in L_p(\mathbb {R}^n), \ p \in (1,\infty )\), see e. g. [7, 33, 44].
It is interesting to generalize the estimates obtained in the previous Sections to the maximal operator associated to the Bochner–Riesz one considered here, in the spirit of the works [18, 28], and so one:
$$\begin{aligned} ||\sup _{R \ge 1} B_R^{\alpha }[f]||_p \le M(\alpha ,n;p) \cdot ||f||_p, \ \ \ p \ge p_0, \end{aligned}$$or
$$\begin{aligned} ||\sup _{R \ge 1} B_R^{\alpha }[f]||_r \le M(\alpha ,n; p,r) \cdot ||f||_p, \ \ p \ge p_0, \ \ \ r = r(p), \end{aligned}$$in order to obtain the GLS estimate for the Bochner-Riesz maximal operator of the form
$$\begin{aligned} ||\sup _{R \ge 1} B_R^{\alpha }[f]||_{G\zeta } \le L(\alpha ,n; \zeta ,\psi ) \cdot ||f||_{G\psi } \end{aligned}$$for some generating functions \( \ \psi , \ \zeta . \ \)
- C. :
-
It is not hard to generalize the estimates obtained here in the case when the kernels are of the form
$$\begin{aligned} \phi (t) := \prod _{s=1}^k (1 - t^{\alpha (s)})_+^{m(s)}, \end{aligned}$$instead of the the kernel \( (1 - t^2)^{\alpha }_+\), considered here. Necessary estimates for this purpose for the Fourier transform \( \ F[\phi ](y) \ \) of these functions may be found in [45, 46].
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The first author has been partially supported by the Gruppo Nazionale per l’Analisi Matematica, la Probabilità e le loro Applicazioni (GNAMPA) of the Istituto Nazionale di Alta Matematica (INdAM) and by Università degli Studi di Napoli Parthenope through the project “sostegno alla Ricerca individuale”.
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Formica, M.R., Ostrovsky, E. & Sirota, L. Bochner–Riesz operators in grand lebesgue spaces. J. Pseudo-Differ. Oper. Appl. 12, 36 (2021). https://doi.org/10.1007/s11868-021-00409-8
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DOI: https://doi.org/10.1007/s11868-021-00409-8
Keywords
- Bochner–Riesz operator
- Lebesgue–Riesz spaces
- Grand Lebesgue spaces
- Fourier transform
- convolution
- Beckner–Brascamp–Lieb inequality
- Gaussian density
- Dominated convergence theorem
- Bessel’s and Gamma functions
- Modulus of continuity