The Light Ray transform on Lorentzian manifolds
Matti Lassas, Lauri Oksanen, Plamen Stefanov, Gunther Uhlmann

TL;DR
This paper investigates the weighted light ray transform on Lorentzian manifolds, demonstrating that under certain conditions, spacelike singularities of functions can be reconstructed from light ray data using Fourier Integral Operator analysis.
Contribution
It introduces a Fourier Integral Operator framework for the light ray transform on Lorentzian manifolds and establishes conditions for reconstructing spacelike singularities.
Findings
Reconstruction of spacelike singularities is possible without conjugate points.
The light ray transform can be analyzed as a Fourier Integral Operator.
Filtered back-projection enables recovery of function singularities.
Abstract
We study the weighted light ray transform of integrating functions on a Lorentzian manifold over lightlike geodesics. We analyze as a Fourier Integral Operator and show that if there are no conjugate points, one can recover the spacelike singularities of a function from its the weighted light ray transform by a suitable filtered back-projection.
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The Light Ray transform on Lorentzian manifolds
Matti Lassas
Matti Lassas, Department of Mathematics and Statistics, University of Helsinki, Box 68, Helsinki, 00014, Finland
,
Lauri Oksanen
Lauri Oksanen, Department of Mathematics, University College London, Gower Street, London, WC1E 6BT, UK
,
Plamen Stefanov
Plamen Stefanov, Department of Mathematics, Purdue University, West Lafayette, IN 47907
and
Gunther Uhlmann
Gunther Uhlmann, Department of Mathematics, University of Washington, Seattle, WA 98195, and IAS, HKUST, Clear Water Bay, Hong Kong, China
Abstract.
We study the weighted light ray transform of integrating functions on a Lorentzian manifold over lightlike geodesics. We analyze as a Fourier Integral Operator and show that if there are no conjugate points, one can recover the spacelike singularities of a function from its the weighted light ray transform by a suitable filtered back-projection.
ML partly supported by Academy of Finland, grants 273979, 284715, 312110, 314879 and the AtMath project of UH
LO partly supported by EPSRC Grant EP/P01593X/1 and EP/R002207/1.
PS partly supported by NSF Grant DMS-1600327
GU was partly supported by NSF
1. Introduction
Let be a Lorentzian metric with signature on the manifold of dimension , . We study the weighted Light Ray Transform
[TABLE]
of functions (or distributions) over light-like geodesics , known also as null geodesics. There is no canonical unit speed parameterization as in the Riemannian case as discussed below, and we have some freedom to chose parameterizations locally by smooth changes of the variables. We are interested in microlocal invertibility of , that is, the description of which part of the singularities of the function can be reconstructed in a stable say when is given. Observe that this property does not depend on the parameterization. Here is a weight function, positively homogeneous in its second variable of degree zero, which makes it parameterization independent. When , we use the notation . This transform appears in the study of hyperbolic equations when we want to recover a potential term, or other coefficients of the equation, from boundary or scattering information, see, e.g., [34, 32, 31, 43, 44, 33, 1, 20, 23, 41, 21, 22, 3] for time dependent coefficients or in Lorentzian setting, and also [2, 25] for time-independent ones. This problem arises in medical ultrasound tomography (see Section 5 on applications for the details). The tensorial version of inverse problem for the weighted Light Ray Transform arises in the recovery of first order perturbations [41] and in linearized problem of recovery a Lorentzian metric from remote measurements [23]. The latter is motivated by the problem of recovering the topological defects in the early stages of the Universe from the red shift data of the cosmic background radiation collected by the Max Planck satellite. The light tray transform belongs to the class of the restricted X-ray transforms since the complex of geodesics is restricted to the lower dimensional manifold .
The goal of the paper is to study the microlocal invertibility of under some geometric conditions. Injectivity of on functions in the Minkowski case was proved in [34]. Support theorems for analytic metrics and weights were proven in [35], see also [30] for a support theorem of on one-forms in the Minkowski case. Those results in particular imply injectivity under some geometric conditions. Microlocal invertibility or the lack of it however is important in order to understand the stability of that inversion. It is fairly obvious that cannot “see” the wave front set , of the function , in the timelike cone because is smoothing there. This just follows from the inspection of the wave front of the Schwartz kernel of , see also Theorem 2.1 for the Minkowski case. Microlocal invertibility for Minkowski metrics was studied in [23, 42]. We show that in the general Lorentzian setting, one can recover in the spacelike cone if there are no conjugate points. In relativistic setting, this roughly speaking means that given , one can determine the discontinuities (or the other singularities) of that move slower than the speed of light. Some restrictions are needed even in the Riemannian case. One possible approach is to analyze the normal operator as in [9, 10, 12]. That operator is a Fourier Integral Operator (FIO) associated with two intersecting Lagrangians, see [11] and the references there for that class and the calculus of such operators. The analysis of in the Minkowski case for is presented in [9, 10, 12] as an example illustrating a much more general theory. Applying the calculus to get more refined microlocal results however requires the cone condition which cannot be expected to hold on general Lorentzian manifolds due to the lack of symmetry, as pointed out in [12]. We analyze as an FIO and show that given any conically compact set in the spacelike cone, one can choose a suitable pseudodifferential operator (DO) cutoff so that is a DO elliptic in a neighborhood of ; therefore we can recover the singularities of from in .
The paper is organized as follows. In section 2, we analyze the flat Minkowski case where the formulas are more explicit. The Lorentzian case is studied in section 3, which contains our main results. In section 4, we show that when , singularities can actually cancel each other over pairs of conjugate points, similarly to the Riemannian case [24]. In section 5, we present two applications where the light ray transform appears naturally and our results can be applied: recovery of a time dependent potential in a wave equation in Lorentzian geometry and recovery of a linearization of a time dependent sound speed near a background stationary one.
noline, size=]Matti: Add de Sitter. Lauri: We could recall the conformal invariance, and that Einstein-de Sitter reduces to Minkowski
2. The Minkowski case
Let be the Minkowski metric in . Future pointing lightlike geodesics (lines) are given by
[TABLE]
with and . This definition is based on parameterization of the lightlike geodesics by their point of intersection with the spacelike hypersurface and direction . The parameterization defines a natural topology and a manifold structure of the set of the future pointing lightlike geodesics, which we denote by below. We define the light ray transform
[TABLE]
The lightlike geodesics can be reparameterized by shifting and rescaling . Our choice is based on having a unit orthogonal projection on but if we choose another spacelike hyperplane of hypersurface, this changes. Therefore, there is no canonical choice of the parameter along the lightlike lines. Note also that the notion of unit projection is not invariantly defined under Lorentzian transformations, but in a fixed coordinate system, the scaling parameter (i.e., ) is a convenient choice. More generally, we could use a parameterization locally near a lightlike geodesic , by choosing initial points on any hypersurface transversal to , and initial lightlike directions; and we can identify the latter with their projections onto . We will use such a choice in Section 3 below when we consider more general Lorentzian manifolds.
Given a weight , we can define the weighted version of by
[TABLE]
Under a smooth change of the parameterization with some , the weight is transformed into a new one: , and the microlocal properties we study remain unchanged.
In the terminology of relativity theory, vectors satisfying (i.e., ) are called spacelike. The simplest example are vectors , . Vectors with (i.e., ) are timelike; an example is which points along the time axis. Lightlike vectors are those for which we have equality: . For covectors, the definition is the same but we replace by , which is consistent with the operation of raising and lowering the indices. Of course, in the Minkowski case and coincide. We say that a hypersurface is timelike, respectively spacelike, if its normal (which is a covector) is spacelike, respectively timelike.
We introduce the following three microlocal regions of :
- spacelike cone, ;
- lightlike cone, ;
- timelike cone, .
In the Minkowski case, we can think of them as products of and the corresponding cones in the dual space .
2.1. Fourier Transform analysis
By the Fourier Slice Theorem, knowing the X-ray transform for some direction recovers uniquely the Fourier transform , of function , on if, say, is compactly supported. More precisely, the Fourier Slice Theorem in our case can be written as
[TABLE]
The proof is immediate, and is in fact a consequence of the Fourier Slice Theorem in for lines restricted to lightlike ones. The union of all for all unit is (the union of the spacelike and the lightlike cones), as is easy to see. This correlates well with the theorems below. In particular, we see that knowing for a distribution for which is well defined, and so is its Fourier transform, recovers in the spacelike cone uniquely and in a stable way. Under the assumption that is contained in the cylinder for some (and temperate w.r.t. ), one can use the analyticity of the partial Fourier transform of w.r.t. to extend analytically to the timelike cone, as well. This is how it has been shown in [34] that is injective on such . More general support theorems and injectivity results, including such for analytic Lorentzian metrics, can be found in [35].
2.2. The normal operator
We formulate here a theorem about the Schwartz kernel of the normal operator , where is the transpose in terms of distributions (the same as the adjoint because the kernel of is real). The measure on is the standard product one. One way to prove the theorem is to think of as a weighted version of the X-ray transform with a distributional weight and use the results about the weighted X-ray transform, see e.g. [37], and allow a singular weight there. See also [36, 23].
Theorem 2.1**.**
For every ,
(a)
[TABLE]
(b)
[TABLE]
(c)
[TABLE]
where is the Heaviside function, and and is the Fourier transform.
Before proving Theorem 2.1, we make some comments. Above, we used the notation with the convention that is the Heaviside function. In particular, when , we get . Then
[TABLE]
As we can expect, there is a conormal singularity of the symbol even away from living on the characteristic cone. Moreover, is elliptic in the spacelike cone, and only there. This shows that is a formal DO with a singular symbol having singularities conormal to the light cone , i.e., it is an FIO corresponding to two intersecting Lagrangians. This is one of the main examples in [12]. The theorem shows that “singularities traveling slower than light” can be recovered stably from known globally. The ones traveling faster cannot.
Proof of Theorem 2.1.
To compute the dual of , write
[TABLE]
Therefore,
[TABLE]
In particular, this identity allows us to define on by duality.
[TABLE]
For the first integral, we get
[TABLE]
For the second one, we have
[TABLE]
This completes the proof of (a). To prove (b), one can take formally the Fourier transform of to get
[TABLE]
This representation can also be justified by writing (2.3) in the form
[TABLE]
Then
[TABLE]
Therefore, if we denote for a moment by the integral in (2.6) but multiplied by instead of , we get ; hence . Since , we get (2.6).
To compute explicitly, take a test function and write
[TABLE]
with is the function in (2.9) below. This proves (b).
Part (c) of the lemma follows directly from (b). ∎
We used the following lemma.
Lemma 2.1**.**
For every ,
[TABLE]
where is the area of if ; equal to when .
Note that the kernel
[TABLE]
is homogeneous of order and as such, it is locally integrable. It has a unique extension as a homogeneous distribution of order given by an function. Also, the l.h.s. of (2.8) is a smooth function of everywhere, including at .
2.3. as an FIO
Theorem 2.1(c) implies some recovery of singularities results already. If and , then does not contain spacelike singularities (note that this argument requires global knowledge of ). One the other hand, one can easily construct functions of distributions with timelike singularities so that ; for example take any non-smooth with integral zero, then for any with , for we have ; and
[TABLE]
Then is in the timelike cone. In particular, is in the kernel of and has timelike singularities only.
We can get more precise statements by studying first the Schwartz kernel of . It is given by
[TABLE]
In other words, , where
[TABLE]
is the point-line relation. We write and let be the manifold of the lines in . Clearly, is a -dimensional submanifold of the product which itself is -dimensional. Its conormal bundle is given by
[TABLE]
with conormal to at . We consider as a subset of . This is a conical Lagrangian manifold which coincides with the wave front set of the kernel when is nowhere vanishing; and includes the latter for general .
Note that is space or light-like on and it is the latter if and only if
[TABLE]
Indeed, is equivalent with on . As will be explained below, the relation (2.11) allows us to choose a microlocal cutoff on so that when applied to , it cuts away the singularities in near . This will be useful in view of the singular behavior near , as illustrated for in Theorem 2.1.
Let us also mention that is equivalent with on . In particular, in this case. We will show, see Lemma 3.4 below, that on general Lorentzian manifolds, being lightlike on is equivalent with and (or rather its suitable reformulation in the more general context).
The canonical relation associated to is given by
[TABLE]
Here we rearranged the variables to comply with the notational convention in [18]. If one of the covectors and vanishes, then the other one does, too. Therefore, is a (homogeneous) canonical relation from to and it is also clearly conically closed in . Therefore, this, and the fact that its kernel is a conormal distribution, show that is an FIO with the canonical relation , see [18, Chapter XXV.25.2]. In particular,
[TABLE]
a statement independent of the FIO theory. In order to compute the order of , we can write its Schwartz kernel as the oscillatory integral
[TABLE]
see (2.10). Then the order of satisfies, see [16, Def. 3.2.2],
[TABLE]
because and .
The relation also allows the following interpretation: it consists of points and lightlike lines through them; next, is conormal to , i.e., to each such line ; and the dual variables can be interpreted as projections of Jacobi fields along the line to its conormal bundle. This interpretation is discussed further in Section 3 below in the context of general Lorentzian manifolds, see (3.8).
Let , be the natural projections of onto and , respectively.
[TABLE]
The dimensions from left to right are . The difference between two consecutive terms is and they are all equal when . The manifold can be parameterized by . Then can be parameterized by
[TABLE]
.
We have
[TABLE]
This is a map from the dimensional to the dimensional . If , is a local diffeomorphism when is restricted to spacelike . Indeed, we recall that in that case . Therefore, the equation can be solved for . When , has full rank away from the light-like cone, i.e., the defect is and in particular is injective there. The projection is also injective, therefore, it is an immersion (on the spacelike cone). Next, there is such that if and only if is colinear with the projection of to , which describes the range of for spacelike.
If is lightlike, then the right-hand side of (2.16) reduces to . In particular, for lightlike , , the equation
[TABLE]
is equivalent with and both , , lying on the line .
For the second projection in (2.15) we get
[TABLE]
Its differential has full rank for spacelike . The projection is surjective onto the spacelike cone, as well. Indeed, given , we need to solve the equation given by the second equality above for the parameters . The variables and are obtained trivially, and we need to solve and for and . For unit , the latter equation has an dimensional sphere of solutions (the intersection of the unit sphere with that plane in the space) when is spacelike. For each solution , we obtain by solving . We can choose a locally smooth solution, which in particular shows that the differential has full rank. If is lightlike, i.e., if , the equation has a unique solution for given by . If is timelike, there are no solutions.
If , is a local diffeomorphism and it is -to- in the spacelike cone because has two solutions for : for spacelike with some fixed choice of the rotation by to define . This describes the non-uniqueness class of .
We summarize the properties of the projections and as follows.
Lemma 2.2**.**
The differential is injective and the differential is surjective at , with spacelike. The projection is injective on the set of points , with spacelike. The projection is surjective onto .
Let us also summarize the properties of considered as a relation (a multi-valued map ).
Lemma 2.3**.**
* has domain . For every , is the set of all with a solution of .*
- (a)
If , then is a local diffeomorphism from to , and a -to-* map globally on .*
- (b)
If , for every , is diffeomorphic to .
For every , , where . In particular, C(\Sigma_{l})=\big{\{}(z,\theta,\zeta,\hat{\theta})\,\big{|}\;\zeta\parallel\theta,\;\hat{\theta}=0\big{\}}\setminus 0.
In particular, this proposition says that in the spacelike cone may affect at all lightlike lines through the base point and normal to its the covector there.
The properties of are summarized as follows.
Lemma 2.4**.**
* has domain in consisting of all so that is colinear with the projection of to . Its range is . The points mapped to are the ones with . For every in the domain with , we have*
[TABLE]
where is the unique solution to .
When , the colinearity condition is automatically satisfied. Indeed, the space is one dimensional then and therefore any is colinear with the projection of to . When , unlike , the relation is a map away from . It is not injective by Lemma 2.3.
Most importantly for the purposes of the present paper, the composition reduces to the identity on . This can be deduced directly from Lemma 2.2, as will be done in the proof of Lemma 3.11 in the general Lorentzian context, however, we will give here a proof based on Lemmas 2.3 and 2.4.
Lemma 2.5**.**
For every it holds that .
Proof.
From Lemma 2.3,
[TABLE]
and from Lemma 2.4, for ,
[TABLE]
∎
2.4. Recovery of spacelike singularities
Lemma 2.5 suggests that the composition of with its transpose could be a pseudodifferential operator when restricted on . On the other hand, by Propositions 2.3 and 2.4, maps the lightlike cone to , and maps the latter to the former. As anticipated above, this suggests that we could cut the data microlocally near to apply a cutoff to near . This is not an automatic application of Egorov’s theorem however because and are singular near the lightlike cone (and its image under ) and is not a classical FIO there, in sense that the associated canonical relation is not a canonical graph. Next theorem gives local recovery of space like singularities from local data. It is similar to Proposition 11.4 in our previous paper [23].
Theorem 2.2**.**
Let be a DO in with a symbol of order zero (independent of ) supported in . Then is a DO in of order with essential support in the spacelike cone.
Suppose, moreover, that is nowhere vanishing. Let be a neighborhood of , and let . Then can be chosen so that its essential support is contained also in and that is elliptic at .
Proof.
The Schwartz kernel of has a wave front set and is its relation, see also (2.13). We can always assume that the essential support of is conically compact. The twisted wave front set of the Schwartz kernel of as a relation is identity restricted to . Then its composition with the relation is again with its image restricted by to which is contained in the conic set . By (2.12), this implies near the wave front of the kernel of . Therefore, is smoothing in a conic neighborhood of , and so is .
The composition can be analyzed by using the the transversal intersection calculus in the case , and the clean intersection calculus in the case . As the composition is the identity on , the calculi imply that is a DO of order . We will focus on the more complicated case , and justify the application of the clean intersection calculus in the next section.
Writing for the principal symbol map, it holds that is obtained from , and by an integration reducing the excess, see [17, Theorem 25.2.3]. We will choose so that is non-negative. As is nowhere vanishing, is positive at if and only if the integral of does not vanish over the fiber .
We set and choose so that . It holds that
[TABLE]
where . Indeed, this follows from Lemma 2.3 since the assumption implies that and . Therefore, does not vanish identically on .
It still remains to show that the choice is compatible with the requirement that . This follows, since together with and , the orthogonality implies that
[TABLE]
∎
As a corollary, we have the following global result saying that the space like singularities can be recovered.
Corollary 2.1**.**
Let and assume that vanishes nowhere. Then it holds that .
Proof.
For any we can choose a lightlike line such that is in . Then the previous corollary implies that . ∎
By combining Theorem 2.2 with a microlocal partition of unity, we can recover, not only , but a smoothened version of with the singularities cut off (in a smooth way) in any predetermined neighborhood of . This can be viewed as a regularized inversion of with the regularization cutting away from the ill posed region and its boundary .
Let us also give a more explicit construction as follows. We can choose such that on and on . Let be the zeroth order DO with symbol cut off smoothly near the origin (which is actually not needed). Then is a DO of order , elliptic away from a neighborhood of determined by . When , one can compute directly. Since is a Fourier multiplier w.r.t. only, it is enough to express by taking the Fourier transform of w.r.t. only. Then from (2.7) we get
[TABLE]
Therefore,
[TABLE]
2.5. The clean intersection calculus
We assume that , and show here that the clean intersection calculus can be applied to in Theorem 2.2. The traditional formulation of this calculus considers the composition of two properly supported Fourier integral operators and such that the composition of their canonical relations
[TABLE]
is clean, proper and connected [18, Th. 25.2.3]. Here , and are smooth manifolds. The operators and do not quite satisfy the assumptions of the calculus, since the composition is clean only away from . Also, as a canonical relation, must be closed in , and we can not simply apply the calculus with replaced by .
The proof of [18, Th. 25.2.3] uses a microlocal partition of unity, subordinate to a cover , , of the intersection where
[TABLE]
and . We write for the Schwartz kernel of , and recall that the essential support of is given by
[TABLE]
For the local step of the proof, it is enough to assume that the composition is clean in each that intersect the product . The composition being clean in means that is a smooth manifold and that
[TABLE]
The local step implies that is locally a conic Lagrangian manifold, however, global assumptions are needed, for example, to guarantee that it does not have self-intersections. The assumptions that is proper and connected are used in the proof [18, Th. 25.2.3] to show that is an embedded submanifold of , and closed as its subset.
In our case, and ,
[TABLE]
and due to the microlocal cutoff . Thus we need to consider the condition (2.19) only for
[TABLE]
As for the global structure of , we already know that is smoothing in a conic neighborhood of , and that is the identity on . In particular, is an embedded submanifold of in a neighborhood of , and closed as its subset.
Let us now show that (2.19) holds for (2.20). We write and , where is the projection of on . Also, we use to denote that two manifolds or vector spaces are isomorphic. Let Since
[TABLE]
and is spacelike, Lemma 2.4 implies that . This again implies that , in particular, is a smooth manifold. Moreover, . Let and observe that for in it holds that if and only if
[TABLE]
Since is injective (again due to being spacelike), we have for all in . Therefore
[TABLE]
Keeping track of the diffeomorphisms used above, this shows (2.19). We have shown that the clean intersection calculus applies, and therefore is a pseudodifferential operator.
To establish that has order , we need to verify also that the order of and the excess of the clean intersection satisfy . We write
[TABLE]
for the natural projection, and for its fibers. The excess coincides with , and using again the identification , we see that for all there is such that
[TABLE]
where the last identification is given by part (b) of Lemma 2.3. Hence and indeed .
We remark that, in the context of [18, Th. 25.2.3], the composition being connected means that the fibers are connected (when is taken to be the whole intersection ). As we are assuming that , the fibers are connected in our particular case. With a suitable cutoff, this can be arranged also in the more general Lorentzian context considered next, however, analogously to the above discussion, such connectedness is not essential. Even when not connected, the fibers are smooth manifolds, since the projection has constant rank by [17, Th. 21.2.14].
3. The Lorentzian case
Our aim is to prove an analogue of Theorem 2.2 in a more general Lorentzian context. Toward this end, we will consider the light ray transform on a Lorentzian manifold , localized near a lightlike geodesic segment , the analogue of in Theorem 2.2. We parameterize lightlike geodesics near by choosing a spacelike hypersurface containing and semigeodesic coordinates associated to ,
[TABLE]
so that in the coordinates and , with a Riemannian metric on that depends smoothly on . Moreover, the coordinates are chosen so that and where, writing , it holds that . Then we choose local coordinates of the form
[TABLE]
on the unit sphere bundle with respect to , so that writing
[TABLE]
for the coordinate map, it holds that . We write for the geodesic satisfying and , and use also the notation . Analogously to (2.1), this parametrization gives the smooth manifold structure in the space of lightlike geodesics near .
Let be open and relatively compact, and suppose that the end points and are outside . By making and smaller, we suppose without loss of generality that the end points and are outside for all . In what follows we consider the local version of the light ray transform defined as follows
[TABLE]
Observe that, given a geodesic , the integral may not be well-defined even for if returns to infinitely often. We note that if is globally hyperbolic, can be defined for all . However, in this paper we consider only the local version (3.4) in order to avoid making global assumptions on .
Note that the coordinates (3.1) are valid locally only; and we cannot use them in our analysis of the contributions of possible conjugate points on the geodesics . They are used only to parametrize these geodesics. Moreover, the parametrization and, in particular, the normalization of , is not invariant. It depends on the choice of and the coordinates (3.1)–(3.2). On the other hand, if is another spacelike hypersurface intersecting , then the lightlike geodesic flow provides a natural map from to , however, the projections of the tangents of the geodesics onto may not be of unit length. If the geodesics are re-parameterized so that the projections are unit, then the weight is multiplied by a smooth Jacobian. While this would change , it would not change its microlocal properties. We will use this fact later to choose in a convenient way.
3.1. Point-geodesic relation
The point-geodesic relation
[TABLE]
is a smooth dimensional submanifold of the dimensional , parameterized by the map . Writing , this map has differential
[TABLE]
which has maximal rank . The conormal bundle at any point is the space conormal to the range of that differential; that is, it is described by the kernel of its adjoint. Therefore, the canonical relation is given by
[TABLE]
Clearly and if . It follows from Lemma 3.1 below that also the converse holds. Therefore is closed in , and is a Fourier integral operator. The Schwartz kernel of is a conormal distribution on with the (un-reduced) symbol , and by [17, Th. 18.2.8], the order of is satisfies
[TABLE]
As in the Minkowski case, the covector must be lightlike or spacelike at as a consequence of . Relation (2.13) holds in this case as well and it shows that timelike singularities of do not affect , that is, they are invisible. Moreover, the dimensions of the manifolds in the diagram (2.15) are unchanged from the Minkowski case.
The canonical relation is parameterized by
[TABLE]
More precisely, is a -dimensional smooth manifold and, in view of the definition (3.6), there is a diffeomorphism between and .
3.2. Variations of the geodesics
Let us consider the Jacobi fields associated to the variations through the geodesics , ,
[TABLE]
Observe that by (3.6), it holds on that
[TABLE]
that is, the dual variables and are given by projections of the Jacobi fields and to .
For a vector field along a curve , we use the shorthand notation for the covariant derivative along . We write also
[TABLE]
Since every Jacobi field along a null geodesic is a certain variation of the latter, the lemma below in particular characterizes the Cauchy data of such fields at any point.
Lemma 3.1**.**
Let and write . Write , and consider the Jacobi fields along . Then for any it holds that
[TABLE]
In particular, .
Proof.
Let us begin by showing that for . Consider the curve in coordinates (3.1), where is fixed and is the -dimensional vector with in the th position, all other entries zero, and denote by the covariant derivative along this curve. Using the symmetry property , we see that
[TABLE]
where is the map defined by (3.3). Hence . Similarly also . Finally, as and , we have shown that for .
Recall that for any Jacobi field along . Therefore identically on for . In particular,
[TABLE]
The vectors , , are linearly independent, as can be seen from (3.9) and from
[TABLE]
As Jacobi fields satisfy a linear second order differential equation, it follows that the dimension of is and that the same is true for , . The claim follows from (3.10) since both the spaces there have the same dimension. ∎
For fixed , consider the spaces
[TABLE]
and set for every
[TABLE]
Lemma 3.1 implies that . The same is true for since
[TABLE]
and for . To summarize, for every ,
[TABLE]
and in particular, both spaces consist of spacelike or lightlike vectors. Furthermore, if and only , because . On the other hand, if and only .
We will need below the following simple lemma.
Lemma 3.2**.**
If two lightlike vectors satisfy then they are parallel.
Proof.
We can choose local coordinates so that coincides with the Minkowski metric at . Then and are parallel with vectors of the form and with and unit vectors. Now implies that , and thus and must be parallel. ∎
We will need the following property: for any Jacobi fields along a geodesic , the Wronskian
[TABLE]
see e.g. [29, p. 274].
Lemma 3.3**.**
Let and write . Then for every , we have
- (i)
* and are mutually orthogonal with respect to ,*
- (ii)
,
- (iii)
.
Proof.
Note first that if , then and by Lemma 3.1. Therefore the lemma holds in this case, and we can assume in what follows.
For with , let be the Jacobi field with Cauchy data at . (If , then and are conjugate along .) By (3.14), for every , we get , therefore, is orthogonal to . This proves (i).
To prove (ii), assume that . Then is orthogonal to itself by (i), therefore it is lightlike. By (3.13) it is also perpendicular to the lightlike vector , and Lemma 3.2 implies that must be parallel to . That is, with some . Since , then there is with Cauchy data at ; but then . Now and imply , hence and also .
Consider now (iii). We write . As by (3.13), it remains to show the opposite inclusion. We will establish this by showing that is contained in . Then and (iii) follows from , see e.g. [29, Lemma 22, p. 49] for the latter fact.
Let and let be the Jacobi field with Cauchy data at . As is in particular orthogonal to , by using (3.14) we get for every ,
[TABLE]
Recall that by Lemma 3.1, . Therefore is in and we write . Then for the Jacobi field
[TABLE]
it holds that and . Writing and , we have and .
Let us now use the fact that is orthogonal to the whole . It follows from (3.13) that and therefore also . But , and must be lightlike. Lemma 3.1 implies that and then by Lemma 3.2. Hence also . ∎
We will denote by the image of , with , under the canonical isomorphism induced by , i.e., . Analogously for , with , we denote by the vector defined by .
Recall that in the Minkowski case the lightlike covectors on the canonical relation are characterized by (2.11), or equivalently by . These two characterizations have the following analogues in the present context.
Lemma 3.4**.**
Let . Then the following three conditions are equivalent:
- (i)
* is lightlike,*
- (ii)
* is parallel to ,*
- (iii)
* is parallel to and where and are given by (3.8).*
Proof.
We will suppress in the notation below. Let us suppose first that is lightlike and show that is parallel to . As , Lemma 3.2 implies that is parallel to .
Let us now suppose that for some , and show that and . Lemma 3.1 implies Hence using also (3.9)
[TABLE]
This establishes . Analogously, since .
Let us now suppose that and and show that . The equations in the previous step imply that
[TABLE]
Moreover, . By Lemma 3.1, , and hence . This again implies that is lightlike. ∎
3.3. The projection
We analyze next. We have
[TABLE]
Since is parameterized by , we view as a function of those parameters.
As before, this projection is a map from the dimensional to the dimensional . To see whether is injective, let the right-hand side of (3.15) be given. This means in particular that the geodesic is fixed. We want to find out whether the defining equations of , that is,
[TABLE]
have more than one solution for and .
Lemma 3.5**.**
Let , , , and let . Then
[TABLE]
satisfy
[TABLE]
and , .
Proof.
The claimed equations are linear, so it is enough to verify that the choices and satisfy them. We begin with the former choice. By (3.14) it holds that
[TABLE]
and analogously . The last equation follows from (3.13). Let us now consider the choice . By Lemma 3.1 the scalar products and and vanish identically. Thus is constant along , and the same holds for . Therefore and solve (3.17). The last equation holds since is lightlike. ∎
Lemma 3.6**.**
Let and let , , solve (3.16). Then the following hold:
- (i)
Either both and are spacelike or they are both lightlike.
- (ii)
If then .
- (iii)
If then there are unique and such that
[TABLE]
Moreover, and are spacelike if and only if .
Let us remark that the case in (iii) is the analogue of the fact that in the Minkowski case, equation (2.17) for lightlike is equivalent with and both , , lying on the same line .
Proof.
We will again suppress in the notation below. We will begin by proving (i). Recall that implies that is lightlike or spacelike. It is enough to show that being lightlike implies that also is lightlike. So suppose that is lightlike. Then Lemma 3.4 implies that is parallel to and . Therefore is lightlike by the same lemma.
Let us now show (ii). When , equation (3.16) implies that
[TABLE]
and, as by Lemma 3.1, it holds that .
We turn to (iii). As , there are unique and such that by Lemma 3.3. As solve (3.16), it holds that for all that
[TABLE]
In other words, . By (i) of Lemma 3.3, also . Therefore
[TABLE]
and must be lightlike. As is orthogonal to by (3.13), it follows from Lemma 3.2 that for some . Let be the Jacobi field with Cauchy data at . Then since . Setting , the covectors and give a solution to (3.17) by Lemma 3.5. It then follows from part (ii) that .
Clearly both , , are lightlike if . On the other hand, if , are lightlike, then , applying Lemma 3.2, implies that for some . Now and imply that , and implies that . ∎
The above lemma says in particular that if there are two distinct solutions , , to (3.16) and if is spacelike then and are conjugate along . By Lemma 3.5 the converse holds as well. Indeed, if and are conjugate along then there is non-zero and for any the vectors in Lemma 3.5 are spacelike solutions to (3.17).
The characterization of the pairs is related to that in the Riemannian case, see [39, Theorem 4.2] where the conjugate points are assumed to be of fold type; see also [15] for a more general case.
We will finish our study of by showing that is injective in the spacelike cone.
Lemma 3.7**.**
Let and suppose that is spacelike. Then is injective at .
Proof.
After reparametrization, we can assume , in the semigeodesic coordinates (3.1), and . In particular, we can consider near as a point in . We write also . Then the points in near can be parameterized by by setting where is the unique solution to near . Indeed, this follows from the implicit function theorem since .
Using the above parameterization, we write with and as in (3.8). To show that is injective at , it is enough to show that is injective at . Moreover, using (3.9), we have at ,
[TABLE]
As also there, it is enough to show that . Using once again (3.9), it holds at that
[TABLE]
To get a contradiction, suppose that , . As the vectors , , span the tangent space of the unit sphere at , the vector must be parallel to . But then implies that is parallel to , a contradiction with being spacelike. ∎
3.4. The projection
As above, we regard the projection in (2.15) as a map of parameterized by to . We have
[TABLE]
with conormal to . It maps the dimensional to the dimensional . Moreover, is surjective in the sense that there are satisfying
[TABLE]
assuming that is close to . Indeed, as in the Minkowski case, solving for modulo rescaling in the second equation in (3.18), we obtain a -dimensional sphere of lightlike solutions when is spacelike; and two distinct vectors when . Moreover, when is close to for some and is close to , we can choose near . Then finding and is straightforward because is transversal to .
It follows from [18, Prop. 25.3.7] that the differential is surjective whenever is injective. Let us, however, show this also directly for a point as in Lemma 3.7. We re-parametrize again as in Lemma 3.7. Then at
[TABLE]
and we see that is surjective if and only if . It follows from and (3.9) that
[TABLE]
We showed in Lemma 3.7 that can not vanish for all when is spacelike. Thus is surjective in this case.
3.5. Conclusions
Analogously to Lemma 2.2, we summarize the results above:
Lemma 3.8**.**
The differential is injective and the differential is surjective at , with spacelike. The projection is injective in a neighborhood of the set of points , with spacelike, if and only if there are no conjugate points on . The projection is surjective onto a neighborhood of in .
We have also the following partial analogues of Lemmas 2.3 and 2.4, where write again .
Lemma 3.9**.**
For all in a small enough neighborhood of in it holds that is the -dimensional manifold given by
[TABLE]
Proof.
If , then satisfies (3.18) for some . By the argument above, the solutions to this equation form a -dimensional manifold. For each solution , the parameter is fixed by , and then and are given by (3.8). ∎
Lemma 3.10**.**
Suppose that is in the domain of and not in the set
[TABLE]
Suppose, furthermore, that there are no conjugate points on . Then where is the unique solution of (3.16).
Proof.
If , then is spacelike by Lemma 3.4. It follows from Lemma 3.6 that (3.16) has a unique solution . Finally by (3.6). ∎
The analogue of Lemma 2.5 reads:
Lemma 3.11**.**
Suppose that there are no conjugate points on . For all in a small enough neighborhood of in it holds that .
Proof.
By Lemma 3.8, the projection is injective near the non-empty set . Therefore ∎
For a set we denote by the conical set generated by , that is,
[TABLE]
Similarly to Theorem 2.2, we have:
Theorem 3.1**.**
Suppose that there are no conjugate points on . Then there is a zeroth order pseudodifferential operator on such that is a pseudodifferential operator of order with essential support in the spacelike cone.
Suppose, moreover, that is nowhere vanishing. Then for any the operator can be chosen so that is elliptic at .
Proof.
Let and let satisfy . Writing and we have . We define also and where and are given by (3.8) with , , and .
Lemma 3.4 implies that is outside the set defined by (3.19). We choose a neighborhood of such that is compact and . Moreover, we choose so that near and so that it is essentially supported in .
The closed set is disjoint from the closed set by Lemma 3.4. We will show next that there is a conical neighborhood of such that . It is enough to show that is bounded. This boils down showing that there is such that all satisfy . Consider the map taking to the point in with the coordinates
[TABLE]
Clearly is homogeneous of degree one in , and by (3.6),
[TABLE]
But this set is bounded due to being compact. Therefore also is bounded.
As is surjective, is an open map and is a neighborhood of , considered as a subset of the range . We may choose a pseudodifferential operator so that near and that is essentially supported in . Then modulo a smoothing operator. Moreover, is smoothing on .
We can now apply the clean intersection calculus: the proof that (2.19) holds for (2.20) is in verbatim the same as in the Minkowski case, except that we invoke Lemma 3.10 instead of Lemma 2.4. Also has the same global structure. Furthermore, the order is computed as in the Minkowski case, except that Lemma 3.9 is used instead of Lemma 2.3.
For the claimed ellipticity, we choose so that is non-negative. Note that the point is on the fiber . As near , the integral of does not vanish over the fiber . The ellipticity follows again from [17, Theorem 25.2.3]. ∎
Examples of metrics which do not allow conjugate points along lightlike geodesics include the Minkowski metric, product type of metrics with having no conjugate points, the Friedmann-Lemaître-Robertson-Walker (FLRW) metric with , and in particular the Einstein-de Sitter metric corresponding to ; as well as metric conformal to them and small perturbations of all those examples on compact manifolds. Of course, any Lorentizan metric is free of conjugate points on small enough subset of . We refer to [23] for the conformal invariance of this problem: the FLRW metric can be transformed into after a change of variables solving . Next two metrics conformal to each other have the same lightlike geodesics as smooth curves, but possibly parameterized differently, which does not change the property of existence or not of conjugate points. Going back to the original parameterization would multiply the weight by a smooth non-vanishing factor, which would not change our conclusions.
4. Cancellation of singularities in two dimensions
Non-detectability and invisibility results have been extensively studied for inverse problems, see [5, 6, 7, 8] and references therein. For the Riemannian geodesic ray transform, it was shown in [24], see also [14], that in presence of conjugate points, singularities cannot be resolved locally, at least, i.e., knowing the ray transform near a single (directed) geodesic. We will prove an analogous result in the Lorentzian case in dimensions.
We will review some of the results in section 3 emphasizing on the specifics for the case. The point-geodesic relation , see (3.5), is -dimensional, and all manifolds in the diagram (2.15) (valid in the variable curvature case as well) are dimensional. The projection is a local diffeomorphism in a neighborhood of a point with spacelike (here, is a dual variable to ), if and only if there are no points on conjugate to . The projection is also a local diffeomorphism under the same non-conjugacy condition. As a result, the canonical relation is a local diffeomorphism from to its image. The composition as in Theorem 2.2 then follows without the need to invoke the clean intersection calculus.
We take a closer look at the geometry of the conjugate points when . Two points along a geodesic are conjugate when there exists a non-zero Jacobi field vanishing at those points. This property is invariant under rescaling and shifting of the parameter of , so we can take . A basis for (the Jacobi fields vanishing at [math], see (3.11)), in local coordinates, is given by , see (3.7), and . Since the second one does not vanish at , a conjugate point could be at most at of order , that is, the Jacobi fields with form an one-dimensional linear space, also true pointwise. One the other hand, at any point , the conormal bundle to is two-dimensional; and this is true for its restriction to the spacelike cone as well.
Proposition 4.1**.**
* if and only of there is a lightlike geodesic joining and , that is, , , so that*
(a) and are conjugate to each other on ,
(b) , with some , where is a Jacobi field with .
The proposition follows from Lemma 3.6. Note that the proposition is consistent with the observation that at every point of , its conormal bundle is two-dimensional: the Jacobi field in the lemma is scaled so that the proposition holds, and is responsible for the second dimension.
Assume that is a lightlike geodesic with endpoints outside , where . Assume that and are conjugate along . Let , be conic sets in defined as the covectors for close to and any spacelike covectors at . Then is a diffeomorphism from to its image if is small enough. We can choose so that and so that projected to the base is a neighborhood of . Set , and define . Then is the canonical relation of where is microlocalized to , .
Assume that with supported near but away from the endpoints of , .
Theorem 4.1**.**
Suppose that does not vanish near and . Let with with as above and small enough, . Then
[TABLE]
if and only if
[TABLE]
where the inverses are microlocal parametrices.
The proof is immediate given the properties of above which make elliptic FIOs of order with diffeomorphic canonical relations. The significance of the theorem is that given with spacelike singularities near in a neighborhood of the conormal bundle to at , one can also construct singular near so that is smooth. This statement is symmetric w.r.t. and , of course. Therefore, the singularity in the light ray transform that is produced by is cancelled by the singularity produced by . On a manifold that contains many conjugate points, Theorem 4.1 can be considered as a cloaking result for the singularities. For instance, on a Lorentzian manifold , that is conformal to the product space , any space-like element can be cancelled by a function that is supported near a point , where , and is an antipodal point to . Also, observe that the function that hides an element of the wave front set of can be supported either in the future or in the past of the support of function . This has similar spirit to results on cloaking for the Helmholtz equation by anomalous localized resonance [28] and the active cloaking results [4], where scattered field produced by an object is cancelled by a metamaterial object or an active source that located near the object.
Theorem 4.1 also describes the microlocal kernel of in .
5. Applications
We discuss two application we already mentioned in the introduction.
5.1. A time dependent potential
Let be the wave operator related to a Lorentzian metric on with a timelike boundary :
[TABLE]
One can introduce a magnetic field as in [41] but to keep it simple, we assume that . We assume that there is a smooth real valued function so that its level sets are compact and spacelike. Set with some . By [17], see also [41], the following problem is well posed
[TABLE]
where is a smooth potential in and , is a given function with for . We have and the DN map is well defined, where is the conormal derivative. As shown in [41], the second term in the singular expansion of recovers algorithmically and stably the light ray transform of . By our results, in absence of conjugate points along lightlike geodesics, one can recover (stably) the spacelike singularities of . We can interpret those as the singularities moving slower that light.
A special case is to assume that is the cylinder where is compact with a boundary and , where is a (time independent) Riemannian metric on . Assume that , . Then the future pointing lighlike geodesics in are given by , up to a reparameteriation, where are unit speed geodesics in . Then recovers
[TABLE]
for various . This transform has been studied in [3]. An even more special case is to assume that is Euclidean. This leads us to the Minkowski light ray transform studied in section 2. This problem was considered in [34].
5.2. Time dependent speed
Assume again that is the cylinder where is compact with a boundary and , with a Riemannian metric on depending smoothly on the time variable. Here and below, we follow the same notational convention as above — primes denote projections onto the last components of the dimensional vectors of covectors. Locally, every Lorentzian metric can be put in this form,. As shown in [41], the Dirichlet-to-Neumann map for the wave operator is an FIO of order zero away from the diagonal, with the canonical relation equal to the lens relation associated with . In particular, we recover . The linearization of near a fixed is a light ray transform but it involves derivatives of the perturbation , see, for example, [40] for the time independent case. Instead of linearizing , we will linearize the travel times between boundary points, defined locally as we explain below.
Let and be the endpoints of a lightlike geodesic in , transversal to the boundary at both ends, with and , . We parameterize the lightlike geodesics near by initial points on (here, plays the role of before), and we require where must be unit in the metric . Assume now that and are not conjugate along . Fix and denote temporarily the geodesics issued from this point in the direction by .
As before, we can parameterize locally by . By the non-conjugate assumption, the differential is injective at , where corresponds to . By Lemma 3.3 its range is , which is also the tangent space at of the lighlike cone (or flowout) with vertex . The projection of to its last variables, i.e., to the tangent space spanned by , is in direction transversal to , since does not belong to the latter; hence it is also a hyperplane of dimension . Therefore, is an invertible Jacobian, and the map is a local diffeomorphism, smoothly depending on . In particular, given close to , one can define the local travel time from to by setting , solving for and and then plugging them into the zeroth component of . Restricting to , we get the travel times (since we can vary as well) for close to , satisfying . Note that we defined using geodesics close to only. In the applied literature, those times are also called arrival times since they correspond to times a wave produced by a point source at arrives at .
Assume now that we have a fixed background which is stationary, i.e., and . Then the future pointing light geodesics for , parameterized as above, take the form , where are unit speed geodesics in the metric . The non-conjugacy assumption we made is equivalent to and not being conjugate along . Then , where is the localized (Riemannian) travel time defined similarly to the one above, see also [38].
We want to linearize the travel times for a family of metrics near . We write for the null geodesics associated to and use an analogous notation for the local travel times. Let be a smooth variation of with so that ; with the same endpoints for all in the following sense:
[TABLE]
with , where corresponds to . The second identity in (5.3) says that for (rather for some –dependent ). This can always be achieved by parameterizing appropriately, depending on .
Set
[TABLE]
where the integrands are written in local coordinates. Then writing , with and being covariant derivatives with respect to metric , and integrating by parts, we get
[TABLE]
The last equality follows by differentiating the second identity in (5.3) w.r.t. at .
As curves are null-geodesics with respect the metric , we see that . Writing and using the calculation in (5.5), we get
[TABLE]
This yields
[TABLE]
Therefore, the linearization of the travel times, up to the constant factor is the tensorial lightlike transform written in local coordinates in the form
[TABLE]
where, in this particular application, the symmetric tensor satisfies . Recall that runs over null geodesics for the metric between points of . In particular, if , and
[TABLE]
is a the Lorentzian metric corresponding to the perturbed time-dependent speed , then in linearization, we get the scalar light ray transform , see (3.4), of
[TABLE]
The problem of recovering the perturbation of the wave speed is encountered in the ultrasound imaging methods in medical imaging. When is independent of time, the waves that travel through the medium and collect information along geodesics of are used in Transmission Ultrasound Tomography. This imaging modality has been used since the pioneering study of J. Greenleaf [13] on 1980’s. The case when the perturbation of the wave speed depends on time is studied in Doppler ultrasound tomography, see [26, 19] and references there in. The methods developed in this paper could be applicable in transmission ultrasound imaging of moving tissues and organs, e.g. in the analogous imaging tasks where the backscattering measurements are presently used in Doppler echocardiography, where the Doppler ultrasound tomography is used to examine the heart [27].
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