Pseudo-differential analysis of the Helmholtz layer potentials on open curves
Martin Averseng

TL;DR
This paper develops a pseudo-differential operator framework on open curves to analyze Helmholtz layer potentials, enabling the construction of efficient preconditioners for 2D scattering problems involving screens.
Contribution
It introduces new classes of pseudo-differential operators on open curves and applies symbolic calculus to analyze Helmholtz layer potentials, facilitating preconditioner design.
Findings
Established symbolic calculus for new operator classes
Constructed low order parametrices as square roots of tangential operators
Provided theoretical foundation for efficient Helmholtz preconditioners
Abstract
We introduce two new classes of pseudo-differential operators on open curves. They correspond via a change of variables to subclasses of the periodic pseudo-differential operators, which respectively stabilize even and odd functions. The resulting symbolic calculus can be applied to the analysis of the Helmholtz weighted layer potentials on open curves. In particular, we build some low order parametrices of the layer potentials which take the form of square roots of tangential operators. This gives some foundation for the construction of efficient preconditioners for the Helmholtz scattering problem by a screen in 2D.
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Taxonomy
TopicsElectromagnetic Scattering and Analysis · Electromagnetic Simulation and Numerical Methods · Numerical methods in inverse problems
\stackMath
Pseudo-differential analysis of the Helmholtz layer potentials on open curves
Martin Averseng Centre de Mathématiques Appliquées (UMR 7641), Ecole Polytechnique, Route de Saclay, 91128 PALAISEAU Cedex.
Abstract
We introduce two new classes of pseudo-differential operators on open curves. They correspond via a change of variables to subclasses of the periodic pseudo-differential operators, which respectively stabilize even and odd functions. The resulting symbolic calculus can be applied to the analysis of the Helmholtz weighted layer potentials on open curves. In particular, we build some low order parametrices of the layer potentials which take the form of square roots of tangential operators. This gives some foundation for the construction of efficient preconditioners for the Helmholtz scattering problem by a screen in 2D.
Introduction
The Helmholtz scattering Dirichlet and Neumann problems by a 1-dimensional screen in a 2D context can be recast into first-kind integral equations involving two boundary integral operators on an open curve , namely the single-layer potential and the hypersingular operator . More precisely, some “weighted” versions of those layer potentials, first introduced in [2], are considered here:
[TABLE]
where is a “weight” defined on the curve . In this work, we introduce a theoretical framework to analyze those operators in terms of pseudo-differential properties. To this end two classes of pseudo-differential operators are defined, containing and and allowing to see them as operators of order and respectively. The symbolic calculus available in those classes allows to build some simple low-order parametrices for and . This provides the theoretical foundation for the preconditioning strategy exposed in [1]. Although the behavior of those preconditioners is not fully explained, we believe that the work proposed here gives convincing arguments for their practical efficiency.
The pseudo-differential analysis presented here differs significantly from classical works dealing with pseudo-differential operators on singular manifolds [9, 13, 14], which rely on Mellin transforms. One notable exception is [12, Chap. 11], where the analysis of the layer potentials on open curves is brought back to the analysis of periodic pseudo-differential operators (see e.g. [18]) using a change of variables. Parametrices of those operators are derived and discretized using truncation of Fourier series. This method is very well suited for discretization with trigonometric polynomials.
In contrast, here we describe a way to bring the analysis “back to the original curve” and the parametrices are defined intrinsically, involving only tangential differential operators defined on the curve. The resulting operators can thus be easily discretized by any standard numerical method (such as piecewise linear polynomials in [1]). The main difficulty throughout is that the inverse change of variables is singular. This brings some unusual behavior, as the non-uniqueness of the symbol for instance.
The outline is as follows. In the first section, we study two interpolating scales of Hilbert spaces and introduced in [1] that play an analogous role as Sobolev spaces in standard pseudo-differential theory. The new classes of pseudo-differential operators on open curves, respectively in the scales and are introduced in the second section. In the third section, we introduce the operators and and give some properties needed for the analysis. The low-order parametrices for are studied in the last section.
Throughout all this article, the letter denotes a generic constant in estimates of the form . Its value may change from line to line, but is independent of the relevant parameters defining and .
1 Spaces and
1.1 Sobolev spaces of periodic even and odd functions
We consider the torus , and denote by the set of square integral functions on . This is a Hilbert space for the scalar product
[TABLE]
Any function in can be expanded in Fourier series
[TABLE]
where . The coefficients are obtained by orthogonal projection For all , the Sobolev space is the set of functions that satisfy
[TABLE]
This is a Hilbert space, and we denote by its scalar product. For all , a function is also interpreted as a distribution on the torus through the natural identification
[TABLE]
This way, one can generalize the definition of to all real as the set of distributions such that the coefficients satisfy . For all real , can be decomposed into the direct sum where (resp. ) is the set of even (resp. odd) functions in . By definition, a distribution is even (resp. odd) if
[TABLE]
We take the notation and . Clearly, the families
[TABLE]
provide Hilbert basis respectively of and . We denote
[TABLE]
and similarly for and .
1.2 Definition of and
Let be defined by
[TABLE]
and let
[TABLE]
[TABLE]
Following the notations of [8], we denote the Banach duality products of and respectively by and and the inner products respectively by and . We take the normalization as
[TABLE]
[TABLE]
We further denote and . To and , one can associate two functions and respectively in and by
[TABLE]
Using the change of variables , one can check that the mappings
[TABLE]
are isometric. Let us now introduce the Chebyshev polynomials of first and second kind (see e.g. [6])
[TABLE]
Both and are polynomials of degree . Since
[TABLE]
the families and provide Hilbert basis of and respectively. Consequently, any functions , can be expanded in Fourier-Chebyshev series of first and second kind respectively:
[TABLE]
where the coefficients and are obtained by orthogonal projection
[TABLE]
Notice the difference in the accentuation for the coefficients in the series of first and second kind. One has
[TABLE]
[TABLE]
The Parseval identity is transported to
[TABLE]
Definition 1**.**
For all , we define as the set of formal series
[TABLE]
such that
[TABLE]
Similarly, is the set of formal series
[TABLE]
such that
[TABLE]
The scalar products
[TABLE]
endow and with a structure of Hilbert space for all . For , the series defining elements of and are convergent in and respectively. Thus, and are naturally identified to subspaces of and respectively. Let and . To , , one can associate the linear forms denoted by and and defined by
[TABLE]
[TABLE]
For , those linear forms coincide with
[TABLE]
[TABLE]
justifying the notation. For all , the duals of and are the sets of linear forms
[TABLE]
respectively, where , . Finally, let
[TABLE]
The spaces and thus introduced correspond to those of [1].
1.3 Basic properties
Let , and let . It is easy to check that
[TABLE]
and
[TABLE]
Therefore,
Lemma 1**.**
* and are exact interpolation scales.*
Lemma 2**.**
* is dense in and for all *
Proof.
Any (resp. ) is the limit in (resp. ) of the sequence of polynomials
[TABLE]
In view of the previous result, the maps and can be continuously extended respectively to the whole and by the definitions
[TABLE]
Lemma 3**.**
For all , and induce the following isomorphisms:
[TABLE]
Corollary 1**.**
For all , the following inclusions are compact:
[TABLE]
The polynomials and are connected by the formulas:
[TABLE]
[TABLE]
Let us define the continuous maps by
[TABLE]
and by
[TABLE]
One can show that is continuous for example using Hardy’s inequality [4]: for all , there holds
[TABLE]
In view of eqs. (2) and (3), and should be seen as identification mappings. Accordingly, for and , we write if or . The continuities of and then express the fact that there hold continuous inclusions and . The spaces and are interlaced as follows:
Lemma 4**.**
There hold the following continuous inclusions:
[TABLE]
[TABLE]
Proof.
The continuity of from to is immediate, implying the first inclusion. For the second one, let . By a density argument, it suffices to show that for all ,
[TABLE]
Let . One has
[TABLE]
Notice that the last step is only possible if . Furthermore, the norm of is equal (up to a multiplicative factor) to the norm of the sequence . By the Hardy’s inequality stated above, the sequence defined by
[TABLE]
thus lies in with a norm controlled by . Combining this with the previous inequalities provides the announced estimate
[TABLE]
from which the result follows. ∎
The next results give some precision on the case .
Lemma 5**.**
For , and for any ,
[TABLE]
Finally, is not continuously embedded in for any .
Proof.
Let and let . Using Cauchy-Schwarz’s inequality, one has
[TABLE]
For the second term of the right hand side there holds the classical estimate
[TABLE]
Let . We thus have
[TABLE]
Since , the infinite sum converges and this proves the inclusion . For the second statement, let
[TABLE]
One can check that . Let us assume by contradiction that there is a continuous inclusion for some . The sequence of polynomials
[TABLE]
converges to in . By continuity of the inclusion , the sequence must converge with limit . But
[TABLE]
where, in the last equality, we have used the identity
[TABLE]
This can be checked for example using eq. (3). The last sum diverges to when goes to infinity, giving the contradiction. ∎
As a corollary of Lemma 4, we have:
Corollary 2**.**
[TABLE]
1.4 Regularity properties
We now investigate some regularity properties of the elements of and .
Lemma 6**.**
For all , if , then is continuous and
[TABLE]
Similarly, if , then is continuous and
[TABLE]
Proof.
Let . Then where . The first statement follows from the continuity of and the Sobolev embedding in . The second statement is deduced from the first and the continuous inclusion proved in Lemma 5. ∎
Let us now introduce some differential operators. Let be the derivation operator and the operator with , and satisfy the following identities:
[TABLE]
These are just the differential equations defining and written in divergence form. Notice that here and in the following, denotes the composition of operators and and not the function . One can also check the identities
[TABLE]
The first one is obtained for example from the definition of , from which we deduce the second one after using .
Lemma 7**.**
There holds
[TABLE]
Proof.
Recall that ( Corollary 2). Let , then we can obtain by induction using integration by parts and (4), that for any
[TABLE]
Noting that , the function is , and since , the integral is bounded independently of . Thus, the coefficients have a fast decay, proving that .
For the converse inclusion, if , the series
[TABLE]
is normally converging since , so that is a continuous function. This proves . It now suffices to show that and apply an induction argument. Applying term by term differentiation, since for all (with the convention ),
[TABLE]
Therefore, is in which proves the result. ∎
We now extend the definition of the differential operators and appearing in eqs (6) and (7).
Lemma 8**.**
For all real , the operator can be extended into a continuous map from to defined by
[TABLE]
In a similar fashion, the operator can be extended into a continuous map from to defined by
[TABLE]
Proof.
Using eqs (6) and (7), one can check that the formulas indeed extend the usual definition of both operators for smooth functions. We now show that the map extended this way is continuous from to . The definition
[TABLE]
gives a sense to for all in , as a duality product, because if , then also lies in . Letting , we have by definition for all
[TABLE]
This implies the announced continuity with
[TABLE]
The properties of on are established similarly. ∎
1.5 Generalization to a curve
All of the previous analysis can be generalized to define two families of spaces and of functions defined on a smooth curve by means of a diffeomorphism.
Parametrization of the curve
The notation of this paragraph will be used at several points in the remainder of this work. Let be a smooth open simple curve in parameterized by a diffeomorphism . We assume that for all , where is the length of . Let be the pullback defined by
[TABLE]
The tangent and normal vectors on the curve, and , are respectively defined by
[TABLE]
Let be such that , that is, . Let be the signed curvature of at the point . Frenet-Serret’s formulas give
[TABLE]
so that
[TABLE]
For , we have by change of variables in the integral
[TABLE]
The tangential derivative on satisfies
[TABLE]
We also define a “weight” operator on the curve as
[TABLE]
Finally, the uniform measure on is denoted by .
Spaces and
The definition of the spaces can be transported on the curve , replacing the basis and by and . The spaces and are thus defined as the sets of formal series respectively of the form
[TABLE]
where and . To and are associated the linear forms
[TABLE]
[TABLE]
The results of the previous section are easily extended to this new setting:
Lemma 9**.**
For all , and are Hilbert spaces for the scalar products
[TABLE]
[TABLE]
With these definitions,
[TABLE]
[TABLE]
In particular and . For , the dual of (resp. ) is the set of linear forms (resp. ) such that (resp. ). For , the injections and are compact. Furthermore, and are two Hilbert exact interpolation scales. For all , and for all , with continuous inclusions. For , and with continuous inclusions. Finally, and this space is dense in and for all .
2 Pseudo-differential operators on open curves
We now introduce the two classes of pseudo-differential operators on open curves. Our approach can be summarized as follows. Through the change of variables , an operator on the segment can be viewed as an operator on the torus . On this geometry, a simple algebra of pseudo-differential operators exists [18]. However, the inverse change of variables, has singularities at and , preventing the simple transfer of the properties of this algebra back to the segment. To solve this problem, we consider pseudo-differential operators which preserve even or odd functions. The symbols of those operators have some parity properties that lead to cancellations of the singularity. As a result, two classes of operators emerge, related to pseudo-differential operators on the torus that stabilize even and odd functions respectively.
We start by collecting some facts on periodic pseudo-differential operators in section 2.1. We then introduce a first class of pseudo-differential operators on the segment (and more generally on smooth open curves) in section 2.2, which is based on the scales of Hilbert spaces presented in the previous section. We show that the usual properties of pseudo-differential operators hold in this class. The pseudo-differential operators based on are introduced in section 2.3. Some links between the two classes are drawn in subsection 2.4 and finally, we state some results about square-roots of classical elliptic pseudo-differential operators in subsection 2.5.
2.1 Periodic pseudo-differential operators
On the family of periodic Sobolev spaces , a class of periodic pseudo differential operators (PPDO) is studied in [18]. We briefly reproduce here the material needed for our purposes. A PPDO of order on is an operator of the form
[TABLE]
for a “prolongated symbol” satisfying
[TABLE]
where
[TABLE]
The class of symbols that satisfy (11) is denoted by . Let and . The operator defined by a symbol is denoted by and the set of PPDOs of order is denoted by . The PPDOs of are called smoothing operators.
The prolongated symbol is not unique but determined uniquely at integer values of by (see [18]):
[TABLE]
where we recall the notation . This justifies the terminology of “prolongated symbol”. The operator is in if and only if
[TABLE]
where . That is, if the symbol defined in (12) satisfies (13), then there exists a prolongated symbol satisfying (11). Because of this, we write for a symbol that can be prolongated to a symbol . An operator in maps to continuously for all . The composition of two operators in and gives rise to an operator in . If two symbols and in satisfy , we write .
Definition 2**.**
Let . If there exists a sequence of reals such that and a sequence of symbols such that for all , , we write This is called an asymptotic expansion of the symbol .
The symbol of the composition of two PPDOs and is denoted by and satisfies the asymptotic expansion [18]
[TABLE]
In particular, if and , then
[TABLE]
Definition 3**.**
A symbol is “classical” if it admits an asymptotic expansion of the form
[TABLE]
where the symbols are positive homogeneous of order for , i.e.
[TABLE]
In this case, the symbol is called the principal symbol of . A symbol is said to be elliptic if it satisfies
[TABLE]
A classical symbol is elliptic if and only if its principal symbol does not vanish
[TABLE]
A PPDO is said to be classical (resp. elliptic) if it admits a classical (resp. elliptic) symbol.
A standard result in pseudo-differential theory is that elliptic operators can be inverted modulo smoothing operators:
Proposition 1** (See [11, Thm 4.5]).**
Let be an elliptic PPDO of order . Then there exists an elliptic PPDO of order such that
[TABLE]
where are smoothing operators. The operator is called a parametrix of . If is classical, then it admits a classical parametrix.
Corollary 3**.**
If is an elliptic PPDO, then
[TABLE]
If is of order , it admits a family of eigenfunctions that form a complete orthogonal basis of . If , the functions are and the eigenvalues can be chosen in increasing order diverging to .
Proof.
Let . The direct implication of the first statement is a consequence of the continuity of from to . For the reciprocal statement, let be a parametrix of and let be the smoothing operator . We have
[TABLE]
Since is smooth, so is by the direct implication. Moreover, is always smooth since is a smoothing operator. This proves the first claim. If , a complete orthogonal basis of eigenvectors is provided by the spectral theorem, because in this case, is compact in . For the case , the previous result implies that is Fredholm of index [math] and thus has a compact resolvent. It remains to show that the eigenvectors are smooth. Fix such that
[TABLE]
Then, left-multiplying by the parametrix of , we have
[TABLE]
Since for all and since is smoothing, a simple bootstrap argument shows that . ∎
Proposition 2** (see [18]).**
Consider an integral operator of the form
[TABLE]
where is -periodic and in both arguments and is a -periodic distribution. Assume that the Fourier coefficients of can be prolonged to a function on such that
[TABLE]
for some . Then is in with a symbol satisfying the asymptotic expansion
[TABLE]
In particular, taking , we see that for any functions , the operator
[TABLE]
is smoothing.
2.2 Pseudo-differential operators on
Definition 4**.**
Let be an operator on and assume that there exists a couple of functions and defined on , that are in the first variable and such that for all ,
[TABLE]
with, by convention, . The operator defined by the previous formula is denoted by . Define the symbol on by
[TABLE]
We say that if . In this case, we say that is a pseudo-differential operator on and that the couple of functions is a pair of symbols for . We denote and . The set of pseudo-differential operators (of order ) in is denoted by (by ). The operator is said to be elliptic if it admits a pair of symbols such that is elliptic. Finally, if are such that , we write
[TABLE]
Remark 1**.**
It is easy to construct non-trivial symbols in for the null operator. For example, for some , take and . Because of this, a pair of symbol for a pseudo-differential operator on is not unique.
Examples
- (i)
Recall that the operator satisfies
[TABLE]
Therefore, admits the pair of symbols , . We have
[TABLE]
thus by definition, and this operator is elliptic.
- (ii)
Similarly one can check that for all , the operator is in .
- (iii)
Let denote the operator multiplication by and let . Using the identities
[TABLE]
one can check that admits the pair of symbols
[TABLE]
and is in . Notice that it is not possible to find a pair of symbols of with . This second part in the symbol is thus necessary to allow to be an algebra. More generally, we shall see below how the pair of symbols of a composition can be systematically obtained from the pair of symbols of and using symbolic calculus.
- (iv)
We will see in the next section that the most simple operator of , given by
[TABLE]
is closely related to the Laplace weighted single-layer potential on a segment.
Definition 5**.**
For a PPDO of symbol , we define and by
[TABLE]
[TABLE]
where
[TABLE]
We can now state the main results of this section. All properties of the new class follow easily from this theorem, as shown in Corollary 4 below. Recall the definition of the operator from eq. (1).
Theorem 1**.**
Let . Assume that for some PPDO , there holds
[TABLE]
*Then has a unique continuous extension as an element of , and is a pair of symbols for .
Reciprocally let . Then (17) holds, taking for the PPDO of order given by the symbol*
[TABLE]
Remark 2**.**
We have already stated that a pseudo-differential operator on always admits several distinct symbols. Theorem 1 gives another way to view this fact, by observing that, when , there is an infinite number of operators satisfying . Indeed, if is any PPDO that vanishes on the set of even functions, one has
[TABLE]
In light of this, a natural idea to define uniquely the symbol of would be to set
[TABLE]
where is the operator defined by
[TABLE]
However, though , may fail to be a PPDO of order . To see why, one can check that if is a PPDO of order such that , then the symbol of must be given by
[TABLE]
In general, this symbol is not in because of the oscillatory term . In conclusion, there is no clear way how to fix a natural representative in the class of pairs that define the same operator . However, although unusual, this is not an obstacle for the theory.
Proof.
The proof is decomposed into several lemmas, relying mostly on simple algebraic manipulations. Besides that, the key ingredient is that the operators and are bijective on the sets of smooth even and odd functions respectively.
Lemma 10**.**
Let and . Then for all ,
[TABLE]
Proof.
Let . Let , and . Fix . On the one hand, we can write
[TABLE]
On the other hand,
[TABLE]
From the definition of , we see that the first term in parenthesis is equal to , and the second is . Therefore,
[TABLE]
for all and the result is proved. ∎
Lemma 11**.**
If is a PPDO, then the functions and are in the variable and there holds the identity
[TABLE]
Proof.
Let . We decompose as
[TABLE]
where and . By construction, (resp. ) is even (resp. odd) in both and . For , there holds
[TABLE]
Recalling Lemma 3, this is equivalently expressed as
[TABLE]
Therefore, and are in since (resp. ) is a smooth even (resp. odd) function. By definition, we have
[TABLE]
recalling that (resp. ) is even (resp. odd) in . ∎
Lemma 12**.**
If is a PPDO that stabilizes the set of smooth even functions, then coincides on this set with where
[TABLE]
Proof.
Let be a smooth even function. Since is even, we have
[TABLE]
Thus
[TABLE]
since . This proves the claim. ∎
Lemma 13**.**
If is such that there exists a PPDO satisfying
[TABLE]
then .
Proof.
Notice that the assumption implies that stabilizes the set of smooth even functions. If is the symbol of and
[TABLE]
then, by Lemma 12, we have . Moreover, by Lemma 11, we know that
[TABLE]
and thus, letting , Lemma 10 tells us that
[TABLE]
Summing up, we have
[TABLE]
This ensures . ∎
The proof of Theorem 1 is concluded as follows. Assume that for any , where is some PPDO of order with a symbol . The linear continuous extension of is uniquely defined for by
[TABLE]
where the last quantity makes sense since . By Lemma 13, we have . It remains to show that . By Lemma 11, if has a symbol , then
[TABLE]
and immediately implies . This proves the first assertion. The second assertion is an immediate consequence of Lemma 10. ∎
Extension to smooth open curves
Recall the definition of the pullback introduced in section 1.5.
Definition 6**.**
Let . We say that is a pseudo-differential operator (of order ) on if (). The set of pseudo-differential operators of order on is denoted by . We say that is a pair of symbols of if it is a pair of symbols of . Similarly, is said to be elliptic if is elliptic. For and in , we again write
[TABLE]
if .
The next result lists some properties of the class inherited from .
Corollary 4**.**
There hold the following properties:
- (i)
*If , then for all , is continuous. *
- (ii)
.
- (iii)
If and admit the pairs of symbols and respectively, then admits the pair of symbol where
[TABLE]
- (iv)
If and , then is in .
- (v)
An operator is elliptic if and only if there exists an elliptic PPDO of order such that in .
Proof.
For the sake of conciseness, we only prove the corollary in the case of the class (corresponding to the segment ). The proofs for a general curve do not contain any additional difficulty.
(i) Let , and let be a PPDO of order such that (17) holds. Let for some . Applying the isomorphic property of (cf. Lemma 3) and the continuity of from to ,
[TABLE]
(ii) Let , and let , . We have
[TABLE]
Applying the properties of the PPDOs, one has therefore, by Theorem 1, .
(iii) Follows immediately from Theorem 1.
(iv) The commutator of and satisfies
[TABLE]
and is a PPDO of order .
(v) If is elliptic, then is elliptic and thus is elliptic. By Theorem 1, we have in . Reciprocally, let be an elliptic PPDO of order such that in . Then, admits the pair of symbols and by Lemma 11, we have
[TABLE]
It is easy to check that the last symbol is elliptic when is elliptic. This proves that is elliptic. ∎
Remark 3**.**
The item (iii) above provides a symbolic calculus on the class as follows. If and respectively admit the pair of symbols and , then admits the pair of symbols
[TABLE]
where . One can use (14) to compute an asymptotic expansion of which, in turn, gives an asymptotic expansion of .
Lemma 14**.**
Let be an elliptic PPDO whose symbol satisfies
[TABLE]
Then there exists an elliptic parametrix where satisfies the same symmetry.
Proof.
Let us fix an elliptic PPDO of order and let be a prolongated symbol of that we may assume to have the property
[TABLE]
Let , with the prolongated symbol , be a parametrix for , and let
[TABLE]
This symbol in in , has the desired symmetry and it remains to show that
[TABLE]
where . We show for example the first equality, the second one being similar. Let . We have by symbolic calculus (cf. eq. (14)):
[TABLE]
with . Replacing by its expression, this yields
[TABLE]
Using the symmetry property of , we obtain
[TABLE]
where
[TABLE]
But by eq. (14) we have and since is a parametrix of , . Consequently, there exists a symbol such that . Thus
[TABLE]
Since we have established this for all , we have proved as announced. ∎
Corollary 5**.**
Let be elliptic. Then there exists elliptic such that
[TABLE]
Proof.
Here again, we treat only the particular case of for conciseness. Let be elliptic. By Corollary 4, there exists an elliptic PPDO such that
[TABLE]
Such a PPDO necessarily preserves the set of smooth even functions. Thus, by Lemma 12, it may be assumed that its symbol has the symmetry property (18). By the previous lemma, let be a parametrix of whose symbol possesses this symmetry, and let
[TABLE]
By Lemma 11, we have
[TABLE]
hence . Moreover, there holds by Theorem 1. Finally, we have
[TABLE]
where is a smoothing PPDO. This proves that and the same arguments show that also belongs to . ∎
2.3 Pseudo-differential operators on
We proceed to introduce an analogous family of pseudo-differential operators defined this time on the spaces . Similar properties hold for this new family of pseudo-differential operators. They are stated here but the proofs do not differ in any significant way from the previous, and are thus omitted.
Definition 7**.**
Let be an operator on and assume that there exists a couple of smooth functions and defined on , that are in the first argument and such that for all ,
[TABLE]
The operator defined by the previous formula is denoted by . For and , define the symbol as before by
[TABLE]
with the convention . We say that if . In this case, we say that is a pseudo-differential operator on and the (non-unique) couple of functions is called a pair of symbols of . We also take the notation and . and the set of pseudo-differential operators (of order ) in by (by ). The operator is said to be elliptic if it admits a pair of symbols such that is elliptic. Finally, if are such that , we write
[TABLE]
Recall the definition of the isometric mapping from (1).
Theorem 2**.**
Let . Assume that for some PPDO , there holds
[TABLE]
*Then has a unique continuous extension as an element of , and is a pair of symbols for .
Reciprocally let . Then (20) holds, taking for the PPDO of order given by the symbol*
[TABLE]
We also extend this notion to open curves:
Definition 8**.**
Let . We say that is a pseudo-differential operator (of order ) on if belongs to (to ). The set of pseudo-differential operators of order on is denoted by . We say that is a pair of symbols of if it is a pair of symbols of . The operator is said to be elliptic if is elliptic. For and in , we again write if .
Corollary 6**.**
There hold the following properties:
- (i)
*If , then for all , is continuous. *
- (ii)
.
- (iii)
If and admit the pairs of symbols and respectively, then admits the pair of symbol where
[TABLE]
- (iv)
If and , then is in .
- (v)
An operator is elliptic if and only if there exists an elliptic PPDO of order such that
[TABLE]
In this case, there exists an elliptic operator such that
[TABLE]
2.4 Connections between the two classes
Lemma 15**.**
Let and
[TABLE]
Then and if is a PPDO such that , then
[TABLE]
Proof.
One can check the following identities:
[TABLE]
Let and . Assuming that , there holds
[TABLE]
Since can be chosen as a PPDO of order by Theorem 1, is then a PPDO of order from which we conclude that . ∎
Lemma 16**.**
Let and let
[TABLE]
Then and if is a PPDO such that , then
[TABLE]
where denotes the operator .
Proof.
Using the identities
[TABLE]
valid in , the result follows with a similar proof as above. ∎
2.5 Square-root of pseudo-differential operators
For a self adjoint operator on some Hilbert space it is possible to define the (principal) square root of by functional calculus. By principal square root we mean
[TABLE]
For details, we refer the reader to e.g. [10, Def. 10.5]. It turns out that the square root of a self-adjoint elliptic PPDO is again a PPDO.
Proposition 3**.**
Let be a PPDO of order . Assume that is self-adjoint, elliptic, classical and invertible. Then the operator is a self-adjoint, elliptic, classical and invertible PPDO of order . If the principal symbol of is , then the principal symbol of is given by for sufficiently large.
This result is classical [15, 16], [17, Chap. 12] (in those works, the authors study the operators for any ). Note that those proofs take place on the setting of classical pseudo-differential operators on a manifold, but McLean showed in [7] that the definition of PPDOs is equivalent to that of usual pseudo-differential operators on the torus. The assumption of invertibility is not essential in the case of the square root (), as shown in the next lemma.
Lemma 17**.**
Let be a classical elliptic self-adjoint PPDO of order . There exists a classical elliptic positive definite PPDO of order , , such that
[TABLE]
where and . As a consequence, is a classical elliptic PPDO of order .
Proof.
By Corollary 3, let us write
[TABLE]
where . Let be such that
[TABLE]
and let
[TABLE]
We indeed have and . It remains to show that and are smoothing operators. We can write under the form
[TABLE]
which, by Proposition 2, is indeed a smoothing operator. The same reasoning can be applied to , hence the result is proved. ∎
Lemma 18**.**
Let
[TABLE]
Then is a self-adjoint, classical and elliptic PPDO of order , with a principal symbol given by
[TABLE]
Furthermore, there holds
[TABLE]
and
[TABLE]
Proof.
Let and . Computing with smooth functions and using density arguments, one has
[TABLE]
[TABLE]
As a consequence, since
[TABLE]
are isomorphisms, stabilizes the set of even and odd functions and . Since is a self-adjoint, compact resolvent operator on , its restrictions to and are also self-adjoint and compact resolvent. Therefore, one can find two sets of eigenfunctions and of , with associated real eigenvalues and , such that and are Hilbert basis of and respectively. The families and defined by
[TABLE]
provide Hilbert basis of and , and satisfy
[TABLE]
by eqs. (21) and (22). By definition,
[TABLE]
while
[TABLE]
As a consequence,
[TABLE]
[TABLE]
Since and are Hilbert bases of and , this implies the result by density of those spaces in and . ∎
3 Weighted layer potentials on open curves
We now introduce the weighted single and hypersingular layer potentials on open curves for the Laplace and Helmholtz equations. In the Laplace case (), the layer potentials possess some explicit properties which allow us to relate the spaces to standard Sobolev spaces when . This is useful to analyze the mapping properties when .
3.1 First-kind integral equations
Recall the definition and parametrization of the curve detailed in section 1.5. The single-layer and hypersingular operators, and , are defined for all by
[TABLE]
for , with the Green function defined by
[TABLE]
where is the Hankel function of the first kind. It is known that maps bijectively to except for where has a non-trivial kernel if and only if the logarithmic capacity of is , [19, Theorem 1.8]. On the other hand, maps bijectively to [19, Theorem 1.4]. Here the Sobolev spaces are defined as in [8, Chap. 3] with the same notation.
The kernel of the hypersingular operator has a non-integrable singularity, but computations are facilitated by the following formula, valid for smooth functions and that vanish at the extremities of :
[TABLE]
For the geometry under consideration, the solutions and of the equations
[TABLE]
have singularities (even for data and ) due to the edges of the scatterer (see e.g. [3, Cor A.5.1]). This encourages to introduce weighted versions of the usual layer potentials as in [2], known to enjoy better mapping properties than and . Namely, we define
[TABLE]
and recast those equations as
[TABLE]
where the unknowns and are related to and by
[TABLE]
From eq. (27), we obtain the following relation between and .
Lemma 19**.**
There holds
[TABLE]
where is the integral operator defined by
[TABLE]
Proof.
Eq. (27) can be rewritten equivalently as
[TABLE]
Using the definitions of and , the results follow from simple manipulations on this expression. ∎
3.2 Laplace weighted layer potentials on the flat segment
We restrict our attention to the case where the wavenumber is equal to [math] and . The parametrization is then the constant function equal to , and . In this context, the weighted potentials are thus denoted by and . The following well-known result plays a fundamental role in this work.
Lemma 20**.**
The weighted layer potentials satisfy
[TABLE]
where
[TABLE]
and
[TABLE]
Proof.
For the first identity , we refer the reader to e.g. [6, Theorem 9.2]. We wish to show how the second property is deduced from the first. For this, we use eq. (19) which in this context takes the form
[TABLE]
that is,
[TABLE]
The result follows from and . ∎
The operators and are thus pseudo-differential operators in and respectively.
3.3 Characterization of and
The next result, and Lemma 22 stated below are equivalent to results formulated in [5], equations (4.77-4.86), and Propositions 3.1 and 3.3. A proof is included here for the reader’s convenience.
Lemma 21**.**
We have with
[TABLE]
On the other hand, with
[TABLE]
Here, the symbol denotes the equivalence of the norms.
Proof.
Since the logarithmic capacity of the segment is , the (unweighted) single-layer operator is positive and bounded from below on , (see [8] chap. 8). Therefore the norm on is satisfies to
[TABLE]
where denote On the other hand, the explicit expression (30) implies that if , then
[TABLE]
It remains to notice that, since , . This proves the first result. For the second result, we know that,
[TABLE]
(cf. [8, Chap. 3] taking the identification with respect to the usual duality denoted by ) and therefore
[TABLE]
According to the previous result, for all , the function is in , and , while . Thus
[TABLE]
The last quantity is the norm of since is identified to the dual of for , concluding the proof. ∎
With the same method, one can show
Lemma 22**.**
There holds with
[TABLE]
and with
[TABLE]
Corollary 7**.**
The operators
[TABLE]
are bijective.
3.4 Commutation relations
To conclude this section, we recall the following commutations, proved in [1], which will be useful in the following.
Proposition 4** (See [1, Thm. 3]).**
For all , there holds
[TABLE]
[TABLE]
It is classical that the square root of an operator commutes with any operator that commute with . Thus:
Corollary 8**.**
For all , there holds
[TABLE]
[TABLE]
4 Parametrices for the weighted layer potentials
We now apply the pseudo-differential theory on and to build low order parametrices for the weighted layer potentials and defined in the previous section. Asymptotic expansions are performed with the help of the symbolic calculus software Maple. The proofs of the next results are accompanied by commented Maple worksheets in Appendix 6.
4.1 Helmholtz weighted single-layer
Lemma 23**.**
The operator is in . It satisfies
[TABLE]
where is a classical elliptic PPDO, with a symbol given by
[TABLE]
Recall that is the pullback associated to the parametrization of , defined in section 1.5. Moreover, here, denotes the curvature of at the point .
Proof.
The Hankel function admits the following expansion
[TABLE]
where is the Bessel function of first kind and order [math] and where is analytic. We fix a smooth function . Let . One has
[TABLE]
Using the change of variables , , we get
[TABLE]
which, in view of (33), can be rewritten as
[TABLE]
where
[TABLE]
is a function. By parity, the second integral defines an operator
[TABLE]
There holds where, by Proposition 2, . For the first integral, we make the following classical manipulations. We first write . Thus
[TABLE]
We then integrate and apply the change of variables for the second term, yielding
[TABLE]
where
[TABLE]
Let . It is well-known that for . We may extend this by away from . Let
[TABLE]
which is a smooth function. By Proposition 2, the operator
[TABLE]
is in and is classical. Moreover, it is elliptic since does not vanish. In particular, is a smooth function, from which we deduce that is a smooth (even) function. For a smooth function, we have the expression
[TABLE]
This establishes that for any smooth function . By Theorem 1, this implies that , and equivalently, . We can compute the symbol of using the asymptotic expansion (15). The terms , can be related to the geometric characteristics of through eq. (8). The expansion (32) for is obtained with the help of Maple, and we refer the reader to Appendix 6.1, eq. (1). To simplify the expressions, the computations were only performed for , where . In the general case, the term in the asymptotic expansion must be multiplied by to account for the case . Obviously since , the asymptotic expansion also holds for , concluding the proof. ∎
Corollary 9**.**
The operator is elliptic and induces an isomorphism from to for all . It thus maps bijectively to itself. A pair of symbols of is given by
[TABLE]
where .
Proof.
From the previous result and Corollary 4 (i), we deduce that is continuous from to . Furthermore, it can be written as
[TABLE]
where . Thus, is a compact perturbation of an isomorphism, thus a Fredholm operator of index [math]. Hence, it suffices show that if is such that , then . For this purpose, notice that, since is elliptic, it follows from Corollary 4 (v) that is elliptic, and hence by Corollary 5 that it admits a parametrix . Applying on both sides of the equation , it follows
[TABLE]
thus . Second, we know that is a bijection from to (cf. Corollary 7). Since , it follows that . Finally, the pair of symbols of is obtained from the symbol of using Corollary 4 (iii) ∎
Theorem 3**.**
The operators and satisfy
[TABLE]
Proof.
Using the symbolic calculus described in section 2, one can compute an asymptotic expansion of the symbol of the pseudo-differential operator
[TABLE]
The symbol of this operator is found to be in , from which the result follows. The first computation is detailed in the Appendix 6.1. ∎
Corollary 10**.**
Let be a pseudo-differential operator of order [math] and let
[TABLE]
Then and
[TABLE]
Proof.
It suffices to write
[TABLE]
By the previous theorem, the first term in the rhs is in . Therefore,
[TABLE]
Using again a parametrix of , we deduce
[TABLE]
which proves the result. ∎
Recall the definition .
Lemma 24**.**
The commutator
[TABLE]
is in .
Proof.
By considering the symbols of the operators, one can check that
[TABLE]
where . Moreover,
[TABLE]
Recalling the commutation relation stated in Corollary 8, this gives
[TABLE]
Obviously, so the result follows from Corollary 4 (iv). ∎
Theorem 4**.**
There holds
[TABLE]
Proof.
One has
[TABLE]
Let us denote
[TABLE]
Exploiting Lemma 24, we deduce that
[TABLE]
is in . Furthermore, one has
[TABLE]
by Lemma 17. Notice that the PPDO is classical of order [math] with a principal symbol given by . Thus, it is elliptic. Therefore, by Corollary 5, admits a parametrix of order [math]. If is the smoothing operator such that
[TABLE]
we then have
[TABLE]
It is straightforward to check that the operator on the rhs is of order , from which the result follows. ∎
4.2 Neumann problem
We saw in Lemma 19 that where
[TABLE]
and with
[TABLE]
Lemma 25**.**
The operator is in and
[TABLE]
where is a classical and elliptic PPDO with a symbol satisfying
[TABLE]
As a consequence, admits the pair of symbols
[TABLE]
where .
Proof.
This result is obtained by symbolic calculus combining Lemma 23 and Lemma 15. See appendix 6.2 eq. (1). ∎
A small adaptation of the proof of Lemma 23 yields the following result (see Appendix 6.2 eq. (2))
Lemma 26**.**
The operator is in and
[TABLE]
where is a classical and elliptic PPDO with a symbol satisfying
[TABLE]
* thus admits the pair of symbols*
[TABLE]
where .
Applying Lemma 16, we deduce
Corollary 11**.**
The operator is in and satisfies
[TABLE]
where is a classical PPDO with a symbol satisfying
[TABLE]
A pair of symbols for is thus
[TABLE]
where .
Theorem 5**.**
The operato is elliptic and satisfies
[TABLE]
Proof.
We have
[TABLE]
where both and are classical. Moreover, the principal symbol of is , thus is elliptic by Corollary 6 (v). We have asymptotic expansions available for the symbols of the operators and . We can thus compute an asymptotic expansion of the symbol of the operator which turns out to be in , giving the result. The details of the computations can be found in Appendix 6.2. ∎
Reasoning with a parametrix as in the previous section one can prove the following results
Corollary 12**.**
Let and let
[TABLE]
Then and moreover
[TABLE]
Theorem 6**.**
There holds
[TABLE]
5 Conclusion
In this work, we have set forth a pseudo-differential analysis for the single and hypersingular (weighted) layer potentials on open curves, and . By this analysis, we can recover the symbols of the layer potentials and perform some manipulations that are usual in the domain of pseudo-differential calculus. This allows to prove that the operators
[TABLE]
are low order parametrices for the layer potentials and respectively, and justifies the preconditioning method exposed in [1]. In particular, Corollary 10 and Corollary 12 show that the terms in and are the best one among other possible first order corrections.
The analysis heavily relies on some explicit formulas available for , namely
[TABLE]
Other works have exploited those relations to build closed form inverses for the Laplace potentials and e.g. [5]. For , the authors of the previous work have suggested to use the Laplace inverses as preconditioners for the Helmholtz layer potentials. We believe that, to refine this approach and correctly capture the suitable dependence in of the operators, the pseudo-differential route is almost unavoidable, since explicit formulas comparable to (38) are not known as soon as . We have demonstrated in [1] the importance of such a correction in in several numerical examples.
Possible future directions include
The generalization of the approach presented here to 3 space dimensions. The pseudo-differential calculus on the 2-sphere is not as simple as the one on the torus, but the latter has mainly been used here, in place of the fully general pseudo-differential theory on manifolds, as a convenience to simplify the presentation and especially avoid coordinate charts. Thus, this program should be realizable without too many difficulties.
- -
The analysis of the preconditioning strategy proposed in [2]. It could be possible, by symbolic calculus, to compute the symbol of although the two operators do not belong to the same scales. This is the object of ongoing work. We expect that the remainder is at least of order , as suggested by the numerical results exposed in [1].
Acknowledgement:
I wish to thank Pr. François Alouges for his patient support and valuable help during the elaboration of this work. I also wish to thank Pr. Ralf Hiptmair for his helpful advices regarding the presentation.
6 Appendix : Symbolic Calculus
6.1 Single layer potential
Procedure for the (usual) symbolic calculs:
Symbol of the operator
Taylor expansion of where is a parametrization such that for all . is the length of and is the curvature. denotes the unknown constant in the next order.
Taylor expansion of .
We use the following procedure to compute an asymptotic expansion of the symbol of . denotes the unknown constant in the next order.
We obtain the following asymptotic expansion up to order :
We can thus compute the symbol of the operator using symbolic calculus, and keep the terms up to order .
We now apply symbolic calculus to compute an asymptotic expansion of the symbol of the composition , keeping only the first two terms
We see that this is of the form where .
6.2 Hypersingular operator
Procedure for the (usual) symbolic calculs:
Symbols of the operators , and :
Taylor expansion of where is a parametrization such that for all . is the length of and is the curvature. denotes the unknown constant in the next order:
Taylor expansion of where is the normal vector at the point :
We first compute an asymptotic expansion up to order of the symbol of . We already know the symbol of
so we just need to use the usual symbol calculus. We obtain the following symbol:
We then turn to the computation of an asymptotic expansion of the symbol of . We start with a procedure to compute the symbol of the operator :
The following symbol is obtained for :
The operator is then obtained by multiplying left and right by the operator . We obtain the following asymptotic expantion up to order .
The symbol of is thus, retaining only the terms up to order :
We can now compute the symbol of by usual symbolic calculus, retaining terms up to order .
The difference ,
is in
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