Abstract
In this paper, we introduce the concept of orthogonal frames in Krein spaces, prove the independence of the choice of the fundamental symmetry, and from this, we obtain a number of interesting properties that they satisfy. We show that there is no distinction between orthogonal frames in a Krein space and orthogonal frames in its associated Hilbert. Furthermore, we characterize frames dual to a given frame, which is a useful tool for constructing examples.
MSC:
47B50; 46C20; 46B15; 42C15
1. Introduction
The theory of frames in Hilbert spaces was introduced in the year 1952 by Duffin and Schaeffer [1]; this means that this theory is relatively recent. Subsequently, in the year 1982, Daubechies, Grossman and Meyer [2] considered frames as overcomplete bases for finding the series expansions of functions in the Hilbert space of square integrable functions . In this sense, a frame is an overcomplete basis by virtue of the frame decomposition theorem (see [3]) which states that every vector of a Hilbert space can be written as a linear combination of the elements of the frame, and where the coefficients in the expansion are not necessarily unique, which is a highly applicable theory in signal processing, since even when one element of the frame is lost, it is possible to recover the information through the other elements. For more information see [3] (Section 8.5).
Krein spaces are a generalization of Hilbert spaces (see [4,5]); thus, it is natural to think about the extension of the frame theory in Hilbert spaces to Krein spaces. Such an extension was developed by K. Esmeral, O. Ferrer and E. Wagner in the year 2015 [6], who established the notion of discrete frames in Krein spaces, whose existence does not depend on the fundamental decomposition; thus. interesting properties were obtained, largely because the inner product is indefinite. Krein spaces find many applications in physics, since these had its appearance in quantum field theory. It was Dirac [7] who, in 1942, introduced the subject of indefinite inner products in quantum field theory; a year later, Pauli [8] took up Dirac’s ideas, and used these inner products for the quantization of fields, but the first mathematical treatment of a space with indefinite inner product was given by Pontrjagin [9], who was unaware of Dirac and Pauli’s investigations. Herein lies the importance of working in these spaces.
As for orthogonal frames in Hilbert spaces, these have been extensively developed by Bhatt [10,11,12], and the present paper is inspired by these works. Now, due to the fundamental decomposition of a Krein space, as an orthogonal direct sum of a positive definite space and a negative definite space—which turn out to be Hilbert spaces—given a pair of orthogonal frames in the first one and a pair of orthogonal frames in the second one, according to the definition given in [13], it is satisfied that the union of these pairs of frames are orthogonal in the Hilbert space associated to the Krein, as can be seen in Theorem 3, which motivated the study of these objects in Krein spaces.
This manuscript is divided into the following sections. Section 2 corresponds to the preliminaries, where the definitions and results necessary to develop the theory of orthogonal frames in Krein spaces are presented. In Section 3, the results obtained are presented, as well as some examples that complement the theory. Finally, Section 4 contains the conclusions of the work and possible future work and ways forward.
2. Preliminaries
The following definitions, propositions, theorems and comments are necessary to understand the results of this article. In the following, denotes the field of real numbers or the field of complex numbers.
Definition 1
([4,5]). Let be a vector space over the field . An inner product in is a function
which satisfies the following properties:
- (i)
- for all and every ;
- (ii)
- for all ;
- (iii)
- for all
The space is called an inner product space. Similarly, the space is also an inner product space and is known as the anti-space of . For the condition above, it is clear that for all , so, by the law of trichotomy of real numbers, it is possible to give the following definition.
Definition 2
([4,5]). Let be a space with inner product and . We shall say that:
- (i)
- x is a positive vector if
- (ii)
- x is a negative vector if
- (iii)
- x is a neutral vector if
Definition 3
([4,5]). Let be a vector subspace of . If has only positive vectors and the null vector, is said to be defined positive. Similarly, if has only negative vectors and the null vector, is said to be defined negative. On the other hand, if it has both positive and negative elements, is said to be a space with indefinite inner product.
Definition 4
([4,5]). It is said that two vectors are orthogonal if and that two sets are orthogonal if for all ; in particular, if is reduced to a single vector is simply written . In addition, if is a subset of , the orthogonal complement of is given by in such a way that and .
Definition 5
([4,5]). Let be subspaces of such that . The direct sum of and is denoted . In addition, if then it is called orthogonal direct sum and we write .
Definition 6
([4,5] Fundamental Decomposition). Let be a space with inner product. We say that admits a fundamental decomposition if subspaces exist , and such that , where is a neutral space, is positive definite, and is defined negative. In this case, we call a fundamental decomposition.
The subspace is called the isotropic part of and its non-zero elements are known as isotropic vectors. If , it is said that is a non-degenerate subspace; otherwise, it is called a degenerate subspace.
Definition 7
([4,5]). A Krein space is a space with non-degenerate inner product which admits a fundamental decomposition with and Hilbert spaces.
Definition 8
([4,5]). Let be a Krein space with fundamental decomposition then we know that there are unique operators
in the following way and for all where , and To operators, and are known as fundamental projectors. The operator defined by that is, for all
is called the fundamental symmetry of Krein space associated to the fundamental decomposition. From now on, we will write to denote Krein space with fundamental symmetry associated with the fundamental decomposition
Proposition 1
([4,5]). Let be a Krein space, then is a symmetric operator, -isometric, self-adjoint and invertible with
Proposition 2
([4,5]). Let be a Krein space. We define the function by means of the rule
then is a positive definite inner product, known as -inner product.
Definition 9
([4,5]). Let be a Krein space. The fundamental symmetry induces a norm in defined by
This norm is known as the norm of In a more explicit form,
for all
Theorem 1
([4,5]). Let be a Krein space. Then is a Hilbert space, known as the Hilbert space associated to the Krein space
Example 1.
Let be the vector space of summable square sequences over . Then, the usual inner product which gives Hilbert space structure to is defined by
for all However, to , we can also see it as a Krein space with an inner product whose -inner product coincides with the usual one. In this sense, we define the following mapping,
for all Thus, if is the canonical orthonormal basis of then accepts the following fundamental decomposition:
where and with associated fundamental symmetry:
given by for all Therefore,
From now on, whenever we see as a Krein space, we shall understand it to be endowed with a fundamental symmetry such that . An example of such symmetry is the one developed above, and a more trivial example is the symmetry given by the identity operator in . Thus, we will write instead of when viewed as Krein space with such properties and the fundamental symmetry by to avoid confusion.
Definition 10
([4]). Let and be Krein spaces. The linear operator is said to be bounded if there is a real number such that for all
In the following, denotes the space of linear and bounded operators in
Remark 1.
Given a bounded linear operator we can define the operator , as for all in Thus, note that is bounded linear and in essence different from the operator
Definition 11
([4]). Let and be Krein spaces. The adjoint of the bounded linear operator is the only bounded linear operator such that for all and
Remark 2.
Given a Krein space , it is of great importance for what follows, to denote with the linear and bounded mapping defined from Krein space to the associated Hilbert space as for all . We also define the linear and bounded mappings: for all for all and for all and adjoints are given by and
Proposition 3
([4,5]). Let , be Krein spaces and consider a bounded linear operator, then
Given that, by Theorem 1, is a Hilbert space, and since and are also, the following theorem is fully developed in the theory of frames in Hilbert spaces, and motivates the study of frames in Krein spaces. For a general overview of the theory of frames in Hilbert spaces, see [3,14,15,16,17].
Theorem 2
([18] (Proposition 3.7) Existence of Frames in Krein Spaces). Let be a Krein space. If and are frames for Hilbert spaces and , respectively, then the sequence
is a frame in Hilbert space .
Proof.
As and are frames, then the pre-frame operators , exist, are bounded and surjective. Furthermore, note that the pre-frame operator associated to the sequence is given by
and therefore is well-defined, bounded and surjective, since and have these properties. □
Definition 12
([6]). Let be a Krein space. A sequence of elements of is a frame in if there are constants such that
The constants A and B are called bounds of the frame.
Definition 13
([6]). Let be a Krein space and the sequence a frame in . It is said that is a dual frame to if and only if
Proposition 4
([6,18]). Let be a Krein space if is a frame in . Then, the operator , for all is well defined and bounded. This operator is called pre-frame operator associated with .
Proof.
It is sufficient to note that the following diagram commutes:
where is the pre-frame operator associated with in □
Proposition 5
([6,18]). Let be a Krein space and a frame in . Then, the adjoint operator of the pre-frame operator is given by
and is known as the operator analysis associated with
Definition 14
([18] (Definition 3.5)). Let be a Krein space and a frame in . The operator
is called frame operator associated with
Remark 3.
Let k in any, then the frame operator is given by:
In the following section, we present the main results of this work, extending the notion of orthogonal frames of Hilbert spaces to Krein spaces.
3. Orthogonal Frames in Krein Spaces
We then define an operator that will allow us to study orthogonal frames in Krein spaces.
Definition 15.
Let be a Krein space and , frames in . We define the operator
The operator can be seen as follows:
Note that given two frames and in a Krein space , then it is clear that is dual to if and only if the above operator satisfies that In addition, note that if then that is, the operator turns out to be the frame operator associated with
In a Hilbert space , it is said that is a frame orthogonal to if and only if or equivalently, if and only if , as can be seen in [10,11,12,13]. Now, the following theorem allows us to think about orthogonal frames in Krein spaces, attending to the above definition for the associated Hilbert space.
Theorem 3
(Existence of Orthogonal Frames in Krein Spaces). Let be a Krein space. If is a frame orthogonal to in Hilbert space and is a frame orthogonal to in Hilbert space , then the frame is orthogonal to the frame in Hilbert space .
Proof.
Let , , and . Then, by Theorem 2, it follows that and are frames in . In addition, by the hypothesis, it is satisfied that
Thus, what we have to prove is Indeed, note that, for any ,
Therefore, . Then, is orthogonal to in . □
Definition 16
(Orthogonal Frames in Krein Spaces). Let be a Krein space and , frames in . We say that is orthogonal to in if it is satisfied that , where orthogonality is with respect to .
Proposition 6.
Let be a Krein space and , fundamental symmetries of such that . Then, is orthogonal to in the Krein space with respect to if and only if is orthogonal to in the Krein space with respect to .
Proof.
Suppose that is orthogonal to in and with respect to , that is,
Let us see what ; in effect, let and be any, then and are of the form
Then,
Therefore, and with this is orthogonal to in with respect to .
Similarly to the previous test. □
Proposition 7.
Let be a Krein space and frames in then the following statements are equivalent
- (i)
- is orthogonal to in ;
- (ii)
- is orthogonal to in ;
- (iii)
- ;
- (iv)
- .
Proof.
Suppose that is orthogonal to , that is, with respect to . Let us see what is orthogonal to . Let and be any. Then, there are vectors such that and
Therefore, with respect to . We conclude that is orthogonal to .
Suppose that of inner product . Let us see what Indeed, let be any
Suppose that . Let us see what is orthogonal to , that is, with respect to . Let for some . Let us note that
Therefore, is orthogonal to □
Remark 4.
If is a Krein space and , are orthogonal frames in , we know that the operator defined by turns out to be the operator . Thus, it is useful to ask about the relationship between and where is given by , which is the same for the relationships between operators , and . The following result establishes some relationships between these operators.
Proposition 8.
Let be a Krein space and , frames in . Then, they are equivalent:
- (i)
- , are orthogonal frames in ;
- (ii)
- , are orthogonal frames in ;
- (iii)
- , are orthogonal frames in ;
- (iv)
- , are orthogonal frames in .
Proof.
Let , be frames in ; then, it is clear that , are also frames in .
Suppose that , are orthogonal in , i.e., . However,
Suppose that , are orthogonal in . We want to prove that . In effect,
Suppose that . Let us see that . In effect,
Suppose that . Then, note that
□
Theorem 4.
Let be a Krein space and , frames in . Then, , are orthogonal in if and only if , are orthogonal in .
Proof.
Suppose that , are orthogonal in , i.e., . Now, note that the following diagram commutes:
in effect, let be anyone, then
Therefore, and , are orthogonal frames in .
Suppose that . Let us see what . For this note that the following diagram commutes:
Indeed, for any ,
Thus, . This concludes the proof of the theorem. □
Remark 5.
Given a Krein space and consider a bounded linear operator , then the following diagram commutes
In fact, for any , we have that
In addition, note that ψ is surjective if and only if es surjective.
Proposition 9.
Let be a Krein space and be a bounded and surjective linear operator. Then, there exists bounded linear such that .
Proof.
From the above observation, the operator is surjective and then there exists such that . Thus, if we consider , note that is a bounded linear operator of ; also,
□
Proposition 10.
Let be a Krein space, a frame in with bounds and . Then, is a frame in if and only if ψ is surjective.
Proof.
Suppose that is a frame in , then the frame operator exists and is invertible. Furthermore,
and for any is satisfied
Then,
and then is surjective.
Suppose that is surjective. Let us see that is frame in . Since is surjective then
Thus, note that for any ,,
Therefore, and then is a frame in with bounds . □
Theorem 5.
Let be a Krein space, , orthogonal frames in and , surjective. Then, , are orthogonal frames in .
Proof.
Suppose that , are orthogonal frames in and , are surjective; then, by the above result , are frames in . It remains to prove that . In effect,
□
Theorem 6.
Let be a Krein space and , are frames in . Then, the following are equivalent
- (i)
- ;
- (ii)
- ;
- (iii)
- ;
- (iv)
- ,
Proof.
Let f, be any,
For any g,
Then, , . Then, . □
Lemma 1.
Let be a Krein space, be a frame in with bounds be and be the canonical basis of . Then, the dual frames to are the families of the form:
where is a bounded linear operator and left inverse of .
Proof.
Let be a left inverse of , this is, . Therefore, is a frame in with bounds . Furthermore, for all
Then, and thus is a dual frame a in . On the other hand, if is a dual frame, a in , then it is enough to take and observe that
Additionally,
where
□
Lemma 2.
Let be a Krein space and be a frame in . Then, the bounded linear operators that are left as the inverse of are of the form:
where is a bounded linear operator.
Proof.
Let with be a bounded linear operator. Let us see that ,
Thus, is a left inverse of . For the other implication, let us assume that is a left inverse of . Take . then,
□
Theorem 7.
Let be a Krein space and a frame in . Then, the dual frames to have the form:
where is a bounded linear operator and , the canonical basis of .
Proof.
It is an immediate consequence of the Lemmas 1 and 2. □
Proposition 11.
Let be a Krein space, be a dual frame in and be a bounded linear operator and surjective; then, is a dual frame a .
Proof.
Note that
Thus, is a dual frame a . □
Theorem 8.
Let be a Krein space, be an orthogonal projection that commutes with and orthogonal frames in . Then
- (i)
- , define orthogonal frames in Krein space ;
- (ii)
- , define orthogonal frames in the Krein space given by .
Proof.
□
Remark 6.
In , we have the following indefinite inner product , given by
for all , , where is the canonical orthonormal basis in . Then, admits the fundamental decomposition
with associated fundamental symmetry
given by . Then, . When is viewed as a Krein space with this fundamental symmetry , we will write
Example 2.
In we consider the sequences and where is the canonical orthonormal basis in . It is clear that both and are frames in because the kernel of and have dimension 2:
that is, , are both surjective linear transformations. Moreover, for any ,
Therefore, , are orthogonal frames in .
Example 3.
Let be and consider the inner product given by
in , where is the canonical orthonormal basis in , which is an indefinite inner product. Note that we can define the bijective linear transformation
whose matrix associated with is
and is the fundamental symmetry associated with the fundamental decomposition , where
and also
Let us consider in . Note that
for all and which implies that is a frame in . Now, taking , and as , , , and , then
for every Therefore, is a dual frame a in .
4. Conclusions
In this paper, the definition of orthogonal frames in Krein spaces was introduced, it was shown that it does not depend on the fundamental symmetry, and that having orthogonal frames in Krein spaces is equivalent to having orthogonal frames in Hilbert spaces thanks to the Theorem 4. In addition, families of frames dual to a given one were characterized, and some properties that they satisfy were proven. In future work, we can think of giving conditions under which given a pair of frames and the families of frames dual to these, these families are orthogonal, while following the line of results obtained in the articles [10,11,12,13]. Likewise, we can think of introducing the definition of orthogonal frames in soft Hilbert spaces, since the theory of soft frames was already introduced in the article [19]. Similarly, following the ideas of this article, it is possible to introduce the notion of orthogonal continuous frames and extend the results obtained here. For continuous frames in Hilbert and Krein spaces, see [20,21], respectively. Therefore, much remains to be done; in the meantime, these results may have applications in signal processing theory, data analysis and mathematical physics.
Author Contributions
Formal analysis, O.F., A.S. and O.P.; Investigation, O.F., A.S. and O.P. All authors contributed equally to this manuscript. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Acknowledgments
The authors are grateful for the comments of the referees on the original draft, which have contributed to obtaining the final form of this manuscript.
Conflicts of Interest
The authors declare no conflict of interest.
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