Abstract
We give an elementary construction of representing systems of the Cauchy kernels in the Hardy spaces \(H^p\), \(1 \le p <\infty \), as well as of representing systems of reproducing kernels in weighted Hardy spaces.
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1 Introduction and Main Results
A system \(\{x_n\}_{n\ge 1}\) in a separable infinite-dimensional Banach space X is said to be a representing system for X if, for every element \(x\in X\), there exists a sequence of complex numbers \(\{c_n\}_{n\ge 1}\) such that
where the series converges in the norm of X. In contrast to the (probably better known) notion of the Schauder basis we do not require that the coefficients in this representation are unique.
Representing systems were much studied both in the general functional analysis context and for some specific systems in functional spaces. E.g., there exists a vast literature dealing with representing systems of exponentials in various Frechét spaces of analytic functions (see surveys [6, 7]). However, it seems that representing systems of reproducing kernels in classical spaces of analytic functions in the disk did not attract much attention until recently.
1.1 Classical Hardy Spaces
In [5] Fricain, Khoi and Lefèvre addressed the existence problem for the representing and absolutely representing systems of reproducing kernels in reproducing kernel Hilbert spaces and showed that many classical spaces do not possess absolutely representing systems of reproducing kernels. The question about existence of representing systems remained open. In particular, in [5], the authors asked the following
Question. Do there exist sequences \(\Lambda = \{\lambda _n\}_{n\ge 1} \subset {\mathbb {D}}\) such that the system \({\mathcal {K}}(\Lambda ) = \{k_{\lambda _n}\}_{n\ge 1}\), where
is the Cauchy (or Szegö) kernel at \(\lambda \), is representing for the Hardy space \(H^2\) in the unit disk \({\mathbb {D}}\)?
The positive answer to this question was given by Speranskii and Terekhin [10]. Namely, it was shown in [10] that for the sequence
the system \({\mathcal {K}}(\Lambda )\) is representing for \(H^2\). The sequence \(\Lambda \) is assumed to have the standard alphabetical order: \(\lambda _{1, 0}, \lambda _{2,0}, \lambda _{2,1}, \lambda _{3,0}, \dots \). In what follows we always assume that sequences with double (or triple) index will be ordered in this way. In [11] Speranskii and Terekhin extended their result to a more general class of sequences. Let \(n_k \in {\mathbb {N}}\) and \(r_k\rightarrow 1-\), \(k\rightarrow \infty \). Define the sequence \(\Lambda \) by
As shown in [11], if there exist positive constants A and B such that \(A \le n_k(1-r_k) \le B\) for all k, then \({\mathcal {K}}(\Lambda )\) is a representing system for \(H^2\).
The proofs in [10, 11] are based on interesting abstract functional analysis methods from the papers [12, 13] which relate representing systems with coefficients from a given function space to a certain generalized notion of a frame (see Sect. 3 for details).
The goal of the present work is to give a very simple elementary construction of a representing system of the Cauchy kernels, which does not make use of functional analysis. The idea is to use a discretization of the Cauchy formula. This method applies to all Hardy spaces \(H^p\), \(1<p<\infty \), but does not cover all systems of the form (1) with \(A \le n_k(1-r_k) \le B\): it is required that the constant A is sufficiently large. However, an application of the frame theory method by Speranskii and Terekhin allows us to prove the result for any \(A>0\).
Theorem 1.1
If \(\Lambda \) is given by (1) and there exists \(M>0\) such that \(n_k (1-r_k) \ge M\) for any k, then \({\mathcal {K}}(\Lambda )\) is a representing system for \(H^p\) for any \(p \in (1, \infty )\).
We will give two proofs of Theorem 1.1. The first one is completely elementary and constructive, but applies only to the case \( M> \pi \), while the second one works for any \(M>0\). Both of these proofs do not extend to the case \(p=1\). The main obstacle for the first method is in the fact that the Cauchy transform is not bounded in \(L^1\). However, one can construct representing systems of the Cauchy kernels in \(H^1\) if we take the points uniformly distributed on the circle \(\{|z| = 1- 1/n_k\}\) with certain logarithmic multiplicities. For a precise formulation see Theorem 4.1.
It is obvious that there are no representing systems of the Cauchy kernels in \(H^\infty \), since the uniform limit of their finite linear combinations belongs to the disk-algebra \(A({\mathbb {D}})\) (the space of all functions continuous in \({\overline{{\mathbb {D}}}}\) and analytic in \({\mathbb {D}}\) equipped with the usual sup-norm). However, the systems of the Cauchy kernels from Theorem 4.1 are representing also for the disk algebra \(A({\mathbb {D}})\).
1.2 Weighted Hardy Spaces
Our second result concerns the class of weighted Hardy spaces \({\mathscr {H}}_\beta \) in the disk. Let the sequence \(\beta = \{\beta _n\}_{n=0}^{\infty }\), \(\beta _n > 0\), satisfy
Consider the set of analytic functions
It follows from (2) that \({\mathscr {H}}_\beta \) consists of functions analytic in the unit disk \({\mathbb {D}}\) and contains functions which are not analytic in any larger disk. It is clear that \({\mathscr {H}}_\beta \) is a reproducing kernel Hilbert space with respect to the norm \(\Vert f\Vert _\beta ^2= \sum \nolimits _{n=0}^{\infty } |a_n|^2\beta _n\) and its kernel at the point \(\lambda \in {\mathbb {D}}\) is given by
Weighted Hardy spaces \({\mathscr {H}}_\beta \) include most of the classical spaces of analytic functions in the unit disk: the Hardy space \(H^2\) (\(\beta _n \equiv 1\)), Bergman spaces \(A^2_\alpha \) with the weight \((\alpha +1) (1-|z|^2)^\alpha \), \(\alpha >-1\) (\(\beta _n = \frac{n!\Gamma (\alpha +2)}{\Gamma (n+\alpha +2)}\)), the Dirichlet space (\(\beta _n = n+1\)).
Recall that a sequence \(\{x_n\}\) is said to be a frame in a Hilbert space H if there exist constants \(A,B>0\) such that \(A\Vert x\Vert ^2 \le \sum _n |(x, x_n)|^2 \le B\Vert x\Vert ^2\) for any \(x\in H\); if one has only the above estimate \(\sum _n |(x, x_n)|^2 \le B\Vert x\Vert ^2\), then \(\{x_n\}\) is said to be a Bessel sequence. Any frame is, in particular, a representing system.
It is well known that in Bergman spaces \(A^2_\alpha \) there exist frames of normalized reproducing kernels; their complete description was given by Seip [8] (for general weighted Bergman spaces see [1, 9]). Therefore, the existence of representing sequences of reproducing kernels (but not their description) in the Bergman space setting is trivial. On the other hand, \(H^2\) has no frames of normalized Cauchy kernels (and even complete Bessel sequences). Indeed, for any Bessel sequence \(\{ k_{z_n}/\Vert k_{z_n}\Vert _{H^2} \}\) one has \(\sum _n (1-|z_n|^2) <\infty \) (simply applying the inequality with \(f\equiv 1\)), whence \(\{z_n\}\) is a Blaschke (\(=\)nonuniqueness) sequence.
More generally, if \(\inf _n \beta _n =\delta >0\), then \({\mathscr {H}}_\beta \) has no frames of normalized reproducing kernels. Indeed, if \(\{K^\beta _{z_n}/\Vert K^\beta _{z_n}\Vert _\beta \}\) is a frame, then \(\sum _n \Vert K^\beta _{z_n}\Vert ^{-2}_\beta <\infty \). Let \(B_N\) be the Blaschke product with the zeros \(z_1, \dots , z_N\). Then
as \(N\rightarrow \infty \). On the other hand, since \(\beta _n\ge \delta \), we have \(\Vert B_N\Vert ^2_\beta \ge \delta \Vert B_N\Vert ^2_{H^2} =\delta \), and we come to a contradiction with the frame inequality.
Thus, weighted Hardy spaces which are smaller than \(H^2\) (e.g., the Dirichlet space) possess no frames of normalized reproducing kernels and the problem about existence of representing systems of reproducing kernels becomes nontrivial. We give a positive answer to this question.
Theorem 1.2
For any sequence \(\beta \) satisfying (2) in the space \({\mathscr {H}}_\beta \) there exist representing systems of reproducing kernels.
2 Simple Proof of Theorem 1.1
Recall that the Hardy space \(H^p\), \(1 \le p<\infty \), consists of all functions f analytic in \({\mathbb {D}}\) and such that
Here m denotes the normalized Lebesgue measure on the unit circle \({\mathbb {T}}\). Since \(H^p\) is a closed subspace of \(L^p({\mathbb {T}})\) in what follows we sometimes denote the norm in \(H^p\) and \(L^p\) by \(\Vert \cdot \Vert _p\).
For any \(f\in H^p\) one has
In particular, \(k_z\) is the reproducing kernel of \(H^2\) at the point \(z\in {\mathbb {D}}\) and the Cauchy transform
is the orthogonal projection of a function \(g\in L^2({\mathbb {T}})\) to \(H^2\). The same is true for any \(p\in (1, \infty )\): there exists \(C_p>0\) such that for any \(g\in L^p({\mathbb {T}})\) one has \({\mathcal {C}} g \in H^p\) and \(\Vert {\mathcal {C}} g\Vert _p \le C_p \Vert g\Vert _p\).
The idea of the proof of Theorem 1.1 is to replace the integral (3) by a certain “discretization”.
Proof of Theorem 1.1
When we approximate a given function \(f\in H^p\), the points (or rather layers) of \(\Lambda \) given by (1) will be defined inductively. We first explain one step of induction. Let \(f\in H^p\) be given. Put \(f_r(z) = f(rz)\). It is well known that \(\Vert f -f_r\Vert _p \rightarrow 0\), \(r\rightarrow 1-\). Therefore, for any positive \(\delta \) (to be specified later) we can choose \(r_k\) such that \(\Vert f- f_{r_k}\Vert _p \le \delta \Vert f\Vert _p\).
Let \(I_j = I_{k,j}\), \(0\le j\le n_k-1\), be the arcs of \({\mathbb {T}}\) defined as
and let \(\zeta _j =\zeta _{k,j}= \exp \big ( \frac{2\pi i j}{n_k} \big )\). At this step the index k is fixed, thus, we omit it and write simply \(I_j\), \(\zeta _j\). Then
Now it is natural to approximate \(f_{r_k}(z) = f(r_k z)\) by
Let us show that if \(n_k(1-r_k) \ge M>\pi \), then there exists a numeric constant \(\gamma \in (0,1)\) such that for all sufficiently large k one has
Hence, \(\Vert f- S\Vert _{H^p} \le (\gamma +\delta ) \Vert f\Vert _p\) and we need to choose \(\delta >0\) so that \(\gamma +\delta <1\). We have
Note that for any \(\zeta \in I_j\) we have \(|\zeta -\zeta _j| \le \pi n_k^{-1} <1-r_k\) and therefore \(|1-r_k {{\bar{\zeta }}} z| \le 2 |1 - r_k {{\bar{\zeta }}}_j z|\). Thus,
By the Hölder inequality (\(1/p +1/q = 1\)), we have
Since \(\int _{{\mathbb {T}}} |1 - r_k u|^{-2} dm(u) =(1-r_k^2)^{-1}\), we conclude that
Note that \(r_k\) can be chosen as close to 1 as we wish. Hence, since \(M>\pi \), we have \(\Vert f_{r_k} - S\Vert _{H^p} \le \gamma \Vert f\Vert _{H^p}\) for some absolute numeric constant \(\gamma \in (0,1)\). Since \(\delta \) also can be chosen as small as we wish, we get \(\Vert f - S\Vert _{H^p} \le \gamma \Vert f\Vert _{H^p}\) with another numeric constant \(\gamma \in (0,1)\) and for all sufficiently large k.
Also, note that there exists a constant \(B_p>0\) (depending only on p) such that for any \(0\le n\le n_k-1\) one has
Indeed, above we already showed that, for any \(n\le n_k-1\),
while for the second term we use the boundedness of the Cauchy transform in \(L^p\), \(1<p<\infty \):
Now, everything is ready to complete the proof. We start with an arbitrary function \(f\in H^p\) and choose \(r_{k_1}\) as described above to obtain a function
with \(\Vert f_1\Vert _{H^p} \le \gamma \Vert f\Vert _{H^p}\), where \(\gamma \in (0,1)\).
Next, we apply the same procedure to \(f_1\) and find \(r_{k_2}\) such that \(\Vert f_2\Vert _{H^p} \le \gamma \Vert f_1\Vert _{H^p}\), where
Proceeding in this way, we obtain a sequence \(k_l\) and a sequence of coefficients \(c_{l,j} = \int _{I_{k_l, j}} f_{l-1}(\zeta ) dm(\zeta )\) such that
It remains to show that the series
converges to f in the norm of \(H^p\). Indeed, for any \(N\in {\mathbb {N}}\) and \(0\le n\le n_{k_{N+1}} -1\) we have
Here we used inequality (7). The proof is completed. \(\square \)
Remark 2.1
The same proof shows that we need not take \(\zeta _j\) as the centers of the arc \(I_j\) and can choose them randomly in \(I_j\). Repeating the arguments one immediately obtains that there exists \(M>0\) such that if \(n_k(1-r_k) \ge M\), then the sequence \(\Lambda = \{r_k \zeta _{k,j}: \zeta _{k,j} \in I_{k,j}, \ k\in {\mathbb {N}}, \ 0\le j<n_k-1\}\) generates a system of Cauchy kernels which is representing in any \(H^p\), \(1<p<\infty \).
3 Frame Theory Proof of Theorem 1.1
In this section we give a proof of Theorem 1.1 based on the general methods due to P. A. Terekhin.
Let F be a Banach space, \(F^*\) be its dual and let X be a Banach space of sequences where the canonical basis vectors \(e_n = (\delta _{k,n})_k\) form a Schauder basis. Then its dual \(X^*\) also can be identified with a space of sequences. A system \({\{f_n\}}\) in F is said to be a frame with respect to the space X if for any \(\varphi \in F^*\) one has
for some \(A, B >0\) (here the sequence \((\varphi (f_n))_n\) is considered as an element of \(X^*\).
We will use the following result of Terekhin [12, Theorem 4]: if \({\{f_n\}}\) is a frame for F with respect to X, then \({\{f_n\}}\) is a representing system in F and any \(f\in F\) can be represented as the sum of the series \(f=\sum _n c_n f_n\) with \((c_n) \in X\).
Now let \(n_k\in {\mathbb {N}}\), \(n_k\rightarrow \infty \), and \(r_k \in (0,1)\) be such that \(M \le n_k(1-r_k) \le {{\tilde{M}}}\) for some \(M, {{\tilde{M}}} >0\) and for all k. Let
where, for some \(a, b, c, d>0\), all k and \(j=0, 1, \dots n_k-1\),
here, by definition, \(\alpha _{k, n_k} = \alpha _{k, 0} +2\pi \).
Let \(F=H^p\), where \(1<p<\infty \) and \(1/p+1/q=1\). Then \(F^* = L^q/z H^q \cong \overline{H^q}\) with equivalence of norms, i.e., for any functional \(\varphi \in (H^p)^*\) there exists \(g\in H^q\) such that \(\varphi (f) = \int _{{\mathbb {T}}} f{{\bar{g}}}\, dm\) and \(\Vert \varphi \Vert \asymp \Vert g\Vert _{H^q}\) with constants depending on p only. Define the sequence spaces \(X = \Big (\bigoplus \nolimits _{k=1}^{\infty } \ell ^p_{n_k}\Big )_{\ell ^1}\) and \(X^*=\Big (\bigoplus \nolimits _{k=1}^{\infty } \ell ^q_{n_k}\Big )_{\ell ^{\infty }}\) with the norms
Recall that \(\Vert k_\lambda \Vert _{H^p} \asymp (1-|\lambda |)^{-1/q}\) and consider the system of (almost) normalized kernels \(\{(1-r_k)^{1/q} k_{\lambda _{k,j}}\}\). Note that for any \(g\in H^q\) one has \(\int _{\mathbb {T}}g(z) \overline{k_\lambda (z)} dm(z)=g(\lambda )\). Therefore, to verify that \(\{(1-r_k)^{1/q} k_{\lambda _{k,j}}\}\) is a frame for \(H^p \) with respect to X we need to show that
for some \(A,B>0\) and any \(g\in H^q\).
The above estimate follows from the basic facts about the Carleson embeddings of the Hardy spaces (see, e.g., [4]). Recall that a Borel measure \(\mu \) in \({\mathbb {D}}\) is said to be a Carleson measure if there exists \(C(\mu )>0\) such that for all \(\zeta = e^{i\theta }\in {\mathbb {T}}\) and \(h\in (0,1]\)
where \(S(\zeta , h) = \{z=re^{i\varphi }: 1-h\le r<1, |\varphi -\theta |<h\}\) is a Carleson “square”. If \(\mu \) is a Carleson measure, then, for any \(f\in H^p\),
where A is some absolute numeric constant.
Consider the measures \(\mu _k = \sum _{j=0}^{n_k-1} (1-r_k) \delta _{\lambda _{k,j}}\). From conditions (8) it follows immediately that \(C(\mu _k) \le C\) for some constant C depending only on \(M,{{\tilde{M}}}, a,b,c,d\), but not on k. This proves the right-hand side estimate in (9).
Note that, in view of the already established upper bound, it is sufficient to prove the lower estimate in (9) for a dense subset of \(H^q\), e.g., for functions continuous in \({\overline{{\mathbb {D}}}}\). Consider the arcs \(I_j = [e^{i\alpha _{k, j}}, e^{i\alpha _{k, j+1}}]\), \(j=0, \dots , n_k-1\), and note that \(|I_j| \asymp 1-r_k\). Then, by the Hölder inequality,
It is clear that the first term tends to \(\Vert g\Vert _{H^q}\) as \(k\rightarrow \infty \), while the second tends to 0, since, by our assumption, g is uniformly continuous in \({\overline{{\mathbb {D}}}}\). Thus, the left-hand estimate in (9) is established, which completes the proof. \(\square \)
4 Representing Systems in \(H^1\) and in \(A({\mathbb {D}})\)
It is clear from the proof of Theorem 1.1 (see estimate (6)) that the function S well approximates f even in the cases when \(p = 1\) or \(f\in A({\mathbb {D}})\). Note that, in contrast to \(H^\infty \) case, \(\Vert f_r - f \Vert _{A({\mathbb {D}})} \rightarrow 0\), \(r\rightarrow 1-\), if \(f\in A({\mathbb {D}})\). The only problem arises when we need to estimate the norm of a discretization of the integral over an arc of the circle. Since the Cauchy transform is unbounded in \(L^1\) and in \(L^\infty \), these norms can be large.
We can construct representing systems of Cauchy kernels in \(H^1\) or in \(A({\mathbb {D}})\) by considering more dense sets distributed over a circle with a certain “multiplicity”. Let \(R_k \in (0,1)\), \(N_k, M_k \in {\mathbb {N}}\). For any j, \(1\le j \le N_k\), consider the open arc \(I_{k,j} = (\exp (\frac{(2 j -1)\pi i}{N_k}), \exp (\frac{(2 j +1)\pi i}{N_k})) \subset {\mathbb {T}}\) and choose \(M_k\) distinct points \(\zeta _{k, l, j} \in I_{k,j}\), \(l=1, \dots , M_k\). Define the set
The set \(\Lambda \) is assumed to be ordered alphabetically. We prefer to make the points in \(\Lambda \) distinct even if the definition of a representing system does not exclude repeating vectors.
Theorem 4.1
Let \(\Lambda \) be given by (10) with \(R_k \rightarrow 1-\), \(k\rightarrow \infty \). Then there exists a numeric constant \(M>0\) such that if \(N_k(1-R_k) \ge M\) and
then \({\mathcal {K}}(\Lambda ) =\{k_\lambda \}_{\lambda \in \Lambda }\) is a representing system in \(H^1\) and in \(A({\mathbb {D}})\).
In what follows we write \(X\lesssim Y\) if there is a constant \(C>0\) such that \(X\le C Y\) for all admissible values of parameters.
Proof
We start with a trivial formula
and its discretization
First we consider the case of the space \(H^1\). Repeating the arguments from the proof of Theorem 1.1 one easily shows that there exists \(M>0\) such that, for any l,
as soon as \(N_k(1-R_k) >M\). Thus, we have \(\Vert f(R_k z) - S_k(z)\Vert _{H^1} \le \Vert f\Vert _{H^1}/4\).
We need to estimate the norms of intermediate sums in \(S_k\). Note that the outer summation goes over l. It follows from (6) that for \(1\le {{\tilde{M}}} \le M_k\)
while the second sum inside the norm is simply \(\frac{{{\tilde{M}}}}{M_k} f(R_k z)\). Finally, we need to estimate, for some fixed \({{\tilde{M}}}\) and \(1\le {{\tilde{N}}}\le N_k\), the norm
or, equivalently, the norm
where \(I = \cup _{j=1}^{{{\tilde{N}}}} I_{k,j}\). Since \(\int _{\mathbb {T}}|1-\rho \zeta |^{-1} dm(\zeta ) \lesssim \log \frac{1}{1-\rho }\), \(1/2 \le \rho <1\), we have
by the hypothesis on \(M_k\).
In the case \(f\in A({\mathbb {D}})\) the estimate
is immediate.
The rest of the proof is identical to the proof of Theorem 1.1. Let X be one of the spaces \(H^1\) or \(A({\mathbb {D}})\). For a fixed f we choose \(R_{k_1}\) so that \(\Vert f(z) - f(R_{k_1} z)\Vert _X \le \Vert f\Vert _{X}/4\). Then \(\Vert f-S_{k_1}\Vert _{X} \le \Vert f\Vert _{X}/2\). Applying the procedure to \(f_1 = f - S_{k_1}\) we choose \(R_{k_2}\), etc. \(\square \)
5 Proof of Theorem 1.2
We start with the following integral representation of functions in \({\mathscr {H}}_\beta \). In what follows for \(f (z)= \sum \limits _{n=0}^{\infty } a_n z^n \in {\mathscr {H}}_\beta \) and \(\rho \in (0,1)\) we put
Note that \(F_\rho \) is analytic in \(\{|z| <\rho ^{-1}\}\) and
where
Lemma 5.1
Let \(f(z)= \sum \limits _{n=0}^{\infty } a_n z^n \in {\mathscr {H}}_\beta \). Then, for any \(0<r<R <1\) and \(z\in {\mathbb {D}}\),
Proof
By direct computations
\(\square \)
We will introduce two more characteristics of the sequence \(\beta \). For \(\rho \in (0,1)\) put
Note that \(\omega _3(\rho )\) is the square of the norm of the reproducing kernel \(K^\beta _\rho \) in \({\mathscr {H}}_\beta \), while \(\omega _2(\rho )\) is essentially the squared norm of its derivative.
The key idea of a construction of a representing system is similar to the case of \(H^1\). Assume that for any \(k\in {\mathbb {N}}\) there are fixed \(R_k \in (0,1)\) and \(N_k, M_k \in {\mathbb {N}}\) and a collection of radii \(R_{k,l} \in (0,1)\), \(l=1, \dots , M_k\), such that \(R_{k,1}<R_{k,2} \dots < R_{k, M_k} = R_k\). Consider the set of points
Theorem 5.2
Assume that \(R_{k, 1} \rightarrow 1\) and
as \(k\rightarrow \infty \). Then \(\{K_\lambda ^\beta \}_{\lambda \in \Lambda }\) is a representing system in \({\mathscr {H}}_\beta \).
Proof
By Lemma 5.1 we have for any \(r<R_{k,1}\)
The idea of the proof is to discretize this integral replacing it by
where \(I_{k,j} = [\exp (\frac{(2 j -1)\pi i}{N_k}), \exp (\frac{(2 j +1)\pi i}{N_k})]\).
We consider in detail one step of approximation. For the moment we assume that k is fixed and omit it, i.e., we write \(R, R_l, w_{l,j}, M, N\) in place of \(R_k, R_{k,l}, w_{k,l,j}, M_k, N_k\). Recall that \(R_1<\dots < R_M = R\). Assume that \(r < R_1^2\).
Note that \(\overline{K^\beta _z(R_l \zeta )} = K^\beta _{R_l \zeta } (z)\). Then we have
where
Since \(w_{l,j} = R_l \zeta _j\), \(\zeta _j = e^\frac{2\pi i j}{N} \in I_j\), we have for \( \zeta \in I_j\)
whence
Recall that \(r\le R_1^2\) and so \(r/R_l \le R\). It follows from (11) that
We conclude that
Hence,
By the first condition in (12), taking \(R=R_k\) and \(N=N_k\) with a large k, one can make this norm as small as we wish.
Let us show that any intermediate partial sum is uniformly bounded by the norm of f. We need to estimate the norms of the sums
and
where \(1\le {{\tilde{M}}}\le M\) and \(1\le {{\tilde{N}}} \le N\).
First let us consider the sums over several complete circles. It follows from the above estimates of the difference between the integral and its discretization and from Lemma 5.1 that for any \(1\le {{\tilde{M}}} \le M\) one has
Hence, \(\Vert T_{{{\tilde{M}}}} \Vert _\beta \lesssim \Vert f\Vert _\beta \). It remains to estimate the norm of the sum \(T_{{{\tilde{M}}}, {{\tilde{N}}}}(z)\) over some incomplete circle. Again, by the above estimates, we have
where \(I = \cup _{j=1}^{{{\tilde{N}}}} I_j\). Using the expansion of the kernel function we get
where
Making use of (13) and the fact that \(r/R_{{{\tilde{M}}}} \le R\) we get
by the second condition in (12).
The rest of the proof is analogous to the proof of Theorem 1.1. \(\square \)
Remark 5.3
Representing systems satisfying the condition (12) of Theorem 5.2 are, apparently, more dense than necessary and in special cases these conditions can be substantially relaxed. Our goal was to give a qualitative answer to the question about existence of representing systems. It is an interesting problem for further research to find optimal density conditions.
6 Open Questions
Representing systems of reproducing kernels in spaces of analytic functions in the disk are far from being well understood. While it does not seem reasonable to expect a complete description of representing systems of reproducing kernels even in \(H^2\) setting, a natural question is how small (in some sense) a representing system can be. Of course, the smaller the system is, the sharper is the result. One way to measure the size of the system is to introduce a density. E.g., for \(\Lambda \subset {\mathbb {D}}\), put
where \(\#E\) denotes the cardinality of E. In all known examples of representing systems of the Cauchy kernels in \(H^p\) one has \(D_+(\Lambda ) >0\).
Question 1
Do there exist representing systems \({\mathcal {K}}(\Lambda )\) of the Cauchy kernels in \(H^2\) (or \(H^p\), \(1<p<\infty \)), such that \(D_+(\Lambda ) =0\)?
We find it plausible that the answer is “no” and so the case when \(n_k(1-r_k)\) behaves like a constant is optimal for systems of the form (1). Of course, one can ask similar questions about representing systems of reproducing kernels in general spaces \({\mathscr {H}}_\beta \) considering appropriate densities.
Also, in all known examples the points of \(\Lambda \) accumulate (and, moreover, nontangentially) to each point of the unit circle. On the other hand, there exist complete systems of the Cauchy kernels which accumulate to a single point on the boundary.
Question 2
Do there exist representing systems \({\mathcal {K}}(\Lambda )\) of the Cauchy kernels in \(H^2\) such that the closure \(\textrm{Clos}\, \Lambda \) does not contain \({\mathbb {T}}\), i.e., omits some open arc?
As we have seen in Theorem 4.1, one can construct representing systems of the Cauchy kernels in \(H^1\) or in \(A({\mathbb {D}})\) if one takes somewhat (logarithmically) denser sets, than for \(H^p\), \(p>1\). The question about sharp density remains open.
Question 3
Do the sequences (1) with \(n_k(1-r_k) \ge M >0\) generate representing systems in \(H^1\) or in \(A({\mathbb {D}})\)? If not, then what is the correct optimal density?
In an interesting paper [3] (see also [2]) Cima and Stessin studied the problem of the constructive recovery of a function in a Banach space of analytic functions from its values on a uniqueness set. For a class of spaces in the disk they constructed a sequence of approximating functions which are finite sums of reproducing kernels. In particular, such a recovery is possible in \(H^p\) with \(2\le p <\infty \) for any uniqueness (i.e., non-Blaschke) set \(\Lambda = \{\lambda _n\}\) and for any \(p\ge 1\) under some additional density conditions on the set (see [3, Theorems 2 and 4]). The approximants are finite linear combinations of the Cauchy kernels. Applying the approximation method iteratively (as in the proof of Theorem 1.1) one can, apparently, construct, for any \(f\in H^p\), a series of the form \(\sum _n c_n k_{\lambda _n}\) such that some subsequence of its partial sums converges to f. These results seem to be essentially different from our setting since for a representing system the whole sequence of partial sums must converge in the norm. This need not be true unless the set \(\Lambda \) has some additional symmetry (a simple example of a uniqueness set which does not generate a representing system of the Cauchy kernels can be found in [5, Theorem 3.3]). It seems however to be an interesting question, whether for a representing system \({\mathcal {K}}(\Lambda ) \) of the Cauchy kernels one can find an explicit expression of the coefficients in an expansion of f in terms of the values of f on \(\Lambda \).
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Acknowledgements
The authors are grateful to Nikolaos Chalmoukis for useful discussions, to Raymond Mortini for attracting their attention to the paper [3] and to the referee for numerous helpful remarks.
Funding
The work is supported by Ministry of Science and Higher Education of the Russian Federation (Agreement No. 075-15-2021-602) and by Theoretical Physics and Mathematics Advancement Foundation “BASIS”.
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Baranov, A., Batenev, T. Representing Systems of Reproducing Kernels in Spaces of Analytic Functions. Results Math 78, 143 (2023). https://doi.org/10.1007/s00025-023-01915-5
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DOI: https://doi.org/10.1007/s00025-023-01915-5