Abstract
We consider the inverse scattering problem for the higher order Schrödinger operator \(H=(-\Delta )^m+q(x)\), \(m=1,2, 3,\ldots\). We show that the scattering amplitude of H at fixed angles can uniquely determines the potential q(x) under certain assumptions, which extends the early results on this problem. The uniqueness of q(x) mainly depends on the construction of the Born approximation sequence and its estimation.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
1 Introduction and Main Result
This paper concerns inverse scattering problem at fixed angles for the high order Schrödinger operator with potential, defined by
where \(m=1, 2, \ldots\), and \(n\ge 3\).
We will assume that the potential q(x) is \(C_0^\infty ({\mathbb {R}}^n)\) with small norm in certain Sobolev spaces \(W^{\alpha ,2}\), i.e.,
Here B(0, R) denotes the ball centered at the origin with radius \(R>0\), A is a constant small enough.
We start by recalling the definition of the scattering amplitude associated with q. We consider the high order Schrödinger equation,
One assumes that for each \(k>0\) and each \(\omega \in S^{n-1}\), the Eq. (2) has a unique solution of the form \(u=e^{ik\omega \cdot x}+v(x,w,k)\) such that \(v=\lim _{\varepsilon \downarrow 0}v_\varepsilon\), where \(v_\varepsilon \in L^2({\mathbb {R}}^n)\) is the solution of
From (3) it follows that
Since \(q\in C_0^\infty ({\mathbb {R}}^n)\), the following expression holds (see Lemma 3 in [1]):
where \(\theta =x/|x|\) is the reflecting angle and
The function \(a(\theta ,\omega ,k)\) on \(S^{n-1}\times S^{n-1}\times (0,\,\infty )\) is known as the scattering amplitude.
The main result states that the scattering amplitude at two fixed angles can determines the potential.
Theorem 1
Suppose q(x) satisfy (1), \(n\ge 3,\ m\) and \(\alpha\) satisfy
then the fixed angles scattering amplitude \(a(\theta ,\pm \theta _0,k)\) can uniquely determines the potential q(x), where \(\theta _0 \in S^{n-1}\) is a fixed direction.
Remark 1
For \(m=1\), this result holds for \(n=3(0<\alpha \le 1)\) and \(n=4(2/3<\alpha \le 1)\), this comes from Barceló, Castro, Luque and Vilela [2, 3]. We extend this result to the case \(m\ge 2\).
Remark 2
For the expression (5), from the condition \(q(x)\in C^\infty ({\mathbb {R}}^n)\) and Eq. (3), one can show that \(v_\varepsilon \in C^\infty ({\mathbb {R}}^n)\) by iteration, and that \(u\in C^\infty ({\mathbb {R}}^n)\). Since q(x) is compact supported, we have \(uq\in C_0^\infty ({\mathbb {R}}^n)\), which ensured ‘the condition (a)’ in the proof of Lemma 3 in [1], thus, the expression (5) holds automatically.
We now mainly describe earlier results on the inverse scattering problem.
In the case \(m=1\), there has been considerable work devoted to recovering information of the potential from the backscattering data for Schrödinger operators. The inverse backscattering problem was considered by Prosser [4] for small potentials in the so-called Friedrich class in three dimensions. Lagergren has also proved similar results for smooth compact supported potentials in three dimensions, in which different Banach spaces were used, see Lagergren [5 Chap. 8]. Eskin and Ralston [6,7,8] obtained the local uniqueness of the potential from the backscattering data. For the inverse scattering problems, the magnetic field and electric potential were uniquely determined in Eskin and Ralston [9], and this result were improved by Päivärinta, Salo and Uhlmann [10] from a different method. The uniqueness results for the fixed energy scattering problem with compact electric potential were prove in [11, 12]. As for the fixed angle scattering, we refer to Barceló, Castro, Luque and Vilela [2, 3], they recovered a real compact supported potential from the fixed angle scattering data by a new iterative method.
In the case \(m=2\), we mention that, Tyni and Harju [13,14,15] considered inverse backscattering problem for bi-harmonic operators with lower order perturbations and for Schrödinger operators with potentials without compact supports, where they were able to recover jumps and singularities of an unknown combination of potentials by using the inverse Born approximation.
In the case \(m\ge 2\), we refer to [16], Huang, Duan and Zheng proved that the potentials can be uniquely determined by the scattering matrix of the higher order Schrödinger operator. We also refer to [1], the author consider the inverse backscattering problem for the higher order Schrödinger operator. For the higher order or fractional order Schrödinger operator case, we also refer to the work [17,18,19,20,21], they considered the inverse boundary value problem.
In this paper, we consider the case \(m\ge 1\) and prove the uniqueness of the potential from the scattering amplitude at two fixed angles, which extends the second order case to the high order case on this problem.
The rest of this paper is organized as follows. Section 2 contains the construction of a iteration sequences and several known results. In Sect. 3, we are able to prove Theorem 1. In Sect. 4, we will prove the Proposition 1 and Proposition 2 used in the proof of Theorem 1.
2 Preliminaries
We first rewrite the inverse scattering problem in equivalent integral formulation, and denote the outgoing resolvent operator of the high order Laplace operator as
Then, from (4), v is the solution of the Lippmann-Schwinger integral equation
Moreover, from (6) we have that
The first term on the right hand of (10) can be interpreted as a suitable Fourier transform that can be inverted to obtain the so-called Born approximation. For fixed \(\theta _0\), we have
Then, for \(\xi \in H_{\pm \theta _0}\), there exists unique \(\theta (\xi )\in S^{n-1}\) and \(k(\xi )>0\) such that
Let
Then, the Born approximation for fixed angle scattering amplitude of a potential q is defined by
We insert iteratively the Lippmann-Schwinger integral equation (9) into (10),
For convenience, we rewrite (12) as follows
where
and
The convergence of this series suggests that the last term in (13) should be small for large \(\tau\). Based on this suggestion we use the following family of reduced equations for \(q_m\), where we have removed this last term,
with \((\theta ,k)\in S^{(n-1)}\times (0,\infty )\). These reduced equations have the advantage that they do not involve v(x, w, k), avoiding the solution of Lipmann-Schwinger equation (9). However, for each \((\theta ,k)\in S^{(n-1)}\times (0,\infty )\), (16) is still nonliner in \(q_\tau\). Moreover, it is not clear if there exists a unique function \(q_\tau\) satisfying (16).
For this reason, we propose a fixed point produce to find approximations of \(q_\tau\). and define a linear operator \(L_\tau\) as,
Then, if \(q_\tau\) is a solution of (16), it must be a fixed point of \(L_\tau\) and we can try the usual iterative method based on powers of \(L_\tau\) to approximate \(q_\tau\). This requires that \(L_\tau (q)\) is of compact support. Therefore, instead of \(L_\tau\) we consider the modified operator
where \(\phi \in C^\infty\) is a cut-off function with compact support satisfying
For each \(\tau \in N\), we consider the sequence \(\{q_{\tau ,l}\}_{l\in N}\) defined recursively by
Note that \(q_{\tau ,2}=\phi q_{\theta _0}\), which is a good approximation to a potential q with support in B(0, R).
In next subsection we will show that the sequence of approximations \(\{q_{\tau ,l}\}_{\tau ,l\in N}\) converges to the potential q in some sense.
More precisely, under the assumption in Theorem 1, we will prove the following convergence in Section 3, there exists \(q_\tau \in W^{\alpha ,2}({\mathbb {R}}^n)\) satisfying
and the sequence \(\{q_{\tau }\}_{\tau \in N}\) satisfies
To estimate (14) for every \(j\in N\), we define the following multilinear operator defined via its Fourier transform:
where \({\textbf {f}}=(f_1,f_2,...,f_{j+1}),\theta _0\in S^{n-1}\), and \(\widehat{P_j({\textbf {f}})}(\xi )\) defined as
Observe that in the particular case \(f_i=q,i=1,2,...,j+1\), we have that
Use the methods in [2], we can prove the following two propositions, which extend their result(see Proposition 2.1, Proposition 2.2 and Corollary 2.3 in [2]) to the higher order case.
Proposition 1
Let \(n\ge 3,\ m\) and \(\alpha\) satisfying
For each \(j\in N\) fixed, \({\textbf {f}}=(f_1,f_2,...,f_{j+1})\) with \(f_l\in W^{\alpha ,2}\) and compactly supported with support in B(0, R) for \(l=1,...,j+1\). Then, there exists a constant \(C_1\) such that
Use Proposition 1, we have the following estimates, which will be used in Section 3.
Proposition 2
Let \(n\ge 3,\ m\) and \(\alpha\) satisfy (24), \(q\in W^{\alpha ,2}\) be a real valued function with compact support in B(0, R) and such that
where A is the constant small enough. Then, for every \(\tau \in N\) there exists a constant \(C_2\) such that
and there exists a constant \(C_3\) such that
Next, we introduce the following known result concerning the product of functions in Sobolev spaces due to Zolesio [22], which will be used in the proof of Theorem 1.
Lemma 1
Let \(0\le \alpha \le s\) and \(s>n/2\), there exists a constant \(C>0\) such that
where \(\phi\) is defined in (19).
3 Proof of Theorem 1.
We shall adapt the strategy in [2, 3], and state the main steps as follows.
Step 1. Boundedness of the sequence \(\{q_{\tau ,l}\}_{l\in N}\) in \(W^{\alpha ,2}({\mathbb {R}}^n)\).
From (18) and (20),we have that
for \(\alpha\) and q under the assumptions of Proposition 2.
Form (18), (20), (29), (23) and Proposition 1, we obtain
Since for q satisfying (26), we can get
then, for each \(\tau \in N\), we have the following estimate,
Step 2. Convergence of the sequence \(\{q_{\tau ,l}\}_{l\in N}\) for l in \(W^{\alpha ,2}({\mathbb {R}}^n)\).
From (18) and (20), using (30), we have that
Using (23), the fact that \(P_j\) is a multi-linear operator, and the triangular inequality, we get
where
Using (25) and (30) in (31) we obtain
where \(B<1\) is a small constant.
Therefore, for such a q, we have proved that \(\{q_{\tau ,l}\}_{l\in N}\) is a Cauchy sequence. As a consequence, there exists \(q_\tau \in W^{\alpha ,2}(R^n)\) such that
From (30), we have that \(q_\tau\) satisfies
Moreover,
since arguing as we did to get (32), we obtain
Step 3. \(q_\tau\) is converge to q in \(W^{\alpha ,2}({\mathbb {R}}^n)\) as \(\tau\) goes to infinity.
From (34),(13), and (19), since \(supp(q)\subset B(0,R)\), we have that
Here,arguing as did to get (32),we obtain
where
Using (33), we have that
and since \(||q||_{W^{\alpha ,2}}\) is small enough, we can get \(D\le 1/2\).
Thus, from (35) we have
Finally, using Lemma 1 and (27) we have that
The result follows from here if \(||q||_{W^{\alpha ,2}}\) is small enough.
4 Proof of Propositions 1 and 2
In this section, we will prove Propositions 1 and 2. Before the proof, we introduce several known estimates for different operators in weighted Sobolev spaces.
The outgoing resolvent of the high order Laplacian denoted as \(R_0\)(defined in (8)), then the following lemma is true for small k.
Lemma 2
Let \(\alpha \in [0,2], k\in (0,b], b>0\), and \(\delta >1\). Then
For \(\theta _0\in S^{n-1}\) and \(k>0\) fixed, we introduce the following operator involving the outgoing resolvent of the high order Laplacian,
Lemma 3
Let \(\alpha \ge 0\), r and t be such that \(0\le \frac{1}{t}-\frac{1}{2}\le \frac{1}{n+1}\) and \(0\le \frac{1}{2}-\frac{1}{r}\le \frac{1}{n+1}\), \(\delta >1\), then
We also introduce the restriction operator given by
The following lemma is a consequence of [23, Theorem 3(c)].
Lemma 4
Let \(\delta >1/2\), then
Using the Stein-Tomas restriction theorem we can get the following result which generalizes the previous one.
Lemma 5
( [24, Lemma 3.7]) Let \(\alpha >0\), \(0\le \frac{1}{t}-\frac{1}{2}\le \frac{1}{n+1}\), \(\omega (\theta )=|\theta -\theta _0|^\alpha\), then
Now we state the following result concerning the product of functions in weighted Sobolev spaces due to Zolesio [22].
Lemma 6
Let f be the compactly supported and \(\delta \in R\).
(i) For \(\alpha\) satisfying
or
we have that there exists a constant \(C=C(supp(f))\) such that
(ii) For \(\alpha , t\) and r satisfying
or
we have that there exists a constant \(C=C(supp(f))\) such that
(iii) For \(\alpha , \beta\) and p satisfying
we have that there exists a constant \(C=C(supp(f))\) such that
Proof of Proposition 1
From (11), for a fixed \(\theta _0\in S^{n-1}\) we have that
Let
Then
whenever \(0\le \alpha \le 1\).
Rewrite \(P_j\) as follows:
Using this identity we have that
For \(I_2\), we need to take more advantage of oscillations, so we write \(P_j\) in the terms of the operator \(R_{k,\theta _0}\) and the restriction operator \(S_{k,\theta _0}\), as follows:
Write \(\omega =|\theta -\theta _0|^\alpha\), we have that
In this case, we can bound the \(L^2(S^{n-1})\)-norm that appears in the last identity using (42), (46) and (39) as the following diagram illustrates:
whenever there exist \(r_l\) and \(t_{l+1}\) satisfying for \(l=1,2...j\)
Therefore, writing \(t_1=2\), we have
Since \(t_{l+1}\) and \(r_l\) have to satisfy (52), the best choice to get convergence of the previous integral is
With this choice we get
for any \(j\in N\) fixed, whenever
and there exists \(r_l\) and \(t_{l+1}\) satisfying (51), (52) and (53) for \(l=0,1,2...,j\). Such \(r_l\) and \(t_{l+1}\) exist if
Finally, the result follows from (49), (50) and (54) if \(\alpha \le 1\) and satisfies (55), (56) and (43), (44), that is, if \(\alpha\) satisfies (7). \(\square\)
Before the proof of Proposition 2, we give the following Lemma,
Lemma 7
Let q satisfy Theorem 1, \(v(x,\theta _0,k)\) be the solution of (9), for \(\delta >1\),we have the following
Proof of Proposition 2
Arguing as in the proof of Proposition 1, we split the norm to control into two pieces I and II, and we will just bound I, since II can be estimated in a similar way.
For I, making the change of variables given in (48). We write
whenever \(0\le \alpha \le 1\).
To estimate \(I_1\), since q is compactly supported, use the definition of \(\widehat{q_\tau ^r}\) given in (15), and Cauchy-Schwarz inequality, we have
We can bounded the \(L_\delta ^2\)-norm that appears in the last inequality using (45) and (37) as the following diagram illustrates:
Therefore, if \(\delta >1\) and \(\alpha\) satisfies (43) or (44), we have
and thus
Since \(q\in W^{\alpha ,2}(R^n)\), the Sobolev embedding theorem guarantees that \(q\in L^2(R^n)\cap L^r(R^n)\) with \(r\in (\frac{n}{2},\frac{2n}{n-2\alpha }]\) whenever \(\alpha \ge 0\) and \(\frac{n}{2}-2\le \alpha \le \frac{n}{2}\), so we can use estimates (57) and \(n>2m-1\) in the previous inequality to obtain
On the other hand, denoting \(\omega =|\theta -\theta _0|^\alpha\), we can write
Arguing as in the proof of Proposition 1, to estimate \(I_2\), we write \(q^r_\tau\) in the terms of the operators \(R_{k,\theta _0}\) and \(S_{k,\theta _0}\) introduced in (38) and (40), respectively,
From here, using (42), (46) and (39) as the following diagram illustrates,
where \(0\le \frac{1}{t_1}-\frac{1}{2}\le \frac{1}{n+1}\), \(r_l\) and \(t_{l+1}\) satisfy (51) and (52) for \(l=1,2...m\), we get
with
We can control the norm on the right-hand side of (61) multiplying (9) by \(q(x)e^{-ik\theta _0\cdot x}\), using the operator \(R_{k,\theta _0}\), the triangular inequality, and estimate (46) to write
whenever
Using (39) we get
with
whenever
From here, using (1), since \(b<0\), then for \(k>1/2\) we have that
whenever \(AC\le 2^{b-1}\).
From here, since (63), we can use (39) to get
And since q has compact support, we can use (46) to obtain
Using this inequality and (61) in (60) we get
for any \(r_l\) and \(t_{l+1}\) satisfying (51) and (52) for \(l=0,1...\tau .\)
If we choose \(r_l\) and \(t_{l+1}\) satisfying (53), the last integral is convergent if and only if
or
Therefor, for any \(\tau\) in N, we have that
whenever
Finally, the result follows from (58), (59) and (61) for \(\alpha\) satisfying (7). \(\square\)
Data Availibility Statement
Not applicable.
References
Huang, H., Huang, S.L., Zheng, Q., Duan, Z.W.: The inverse backscattering for schrödinger operators for potentials with noncompact support. Math. Methods in Appl. Sci. 42, 3315–3326 (2019)
Barceló, J.A., Castro, C., Luque, T., Vilela, M.C.: A new convergent algorithm to approximate potentials from fixed angle scattering data. SIAM J. Appl. Math. 78(5), 2714–2736 (2018)
Barceló, J.A., Castro, C., Luque, T., Vilela, M.C.: A new convergent algorithm to approximate potentials from fixed angle scattering data (vol 78, pg 2714, 2018). SIAM J. Appl. Math. 79(6), 2688–2691 (2019)
Prosser, R.T.: Formal solutions of inverse scattering problems ii. J. Math. Phys. 17(10), 1775–1779 (1976)
Lagergren, R.: The back-scattering problem in three dimensions. J. Pseudo-Differ. Oper. Appl. 2, 1–64 (2011)
Eskin, G., Ralston, J.: The inverse backscattering problem in three dimensions. Comm. Math. Phys. 124, 169–215 (1989)
Eskin, G., Ralston, J.: Inverse backscattering in two dimensions. Comm. Math. Phys. 138, 451–486 (1991)
Eskin, G., Ralston, J.: Inverse backscattering. J. d’Analyse Math. 58, 177–190 (1992)
Eskin, G., Ralston, J.: Inverse scattering problem for the schrödinger equation with magnetic potential at a fixed energy. Comm. Math. Phys. 173, 199–224 (1995)
Päivärinta, L., Salo, M., Uhlmann, G.: Inverse scattering for the magnetic schrödinger operator. J. Funct. Anal. 259, 1771–1798 (2010)
Nachman, A.: Reconstructions from boundary measurements. Ann. of Math. 128, 531–576 (1988)
Novikov, R.G.: Multidimensional inverse spectral problem for the equation \(-\Delta \psi +(v(x)-Eu(x))\psi =0\). Funct. Anal. Appl. 22, 263–272 (1988)
Tyni, T., Harju, M.: Scattering problems for perturbations of the multidimensional bi-harmonic operator. Inverse Prob. Imag 12, 205–227 (2018)
Tyni, T.: Recovery of singularities from a backscattering born approximation for a bi-harmonic operator in 3d. Inverse Prob. 34(4), 045007 (2018)
Tyni, T., Harju, M.: Inverse backscattering problem for perturbations of bi-harmonic operator. Inverse Prob. 22(4), 105002 (2017)
Huang, H., Duan, Z.W., Zheng, Q.: Inverse scattering for the higher order schrödinger operator with a first order perturbation. J. Inverse Ill-Posed Probl. 27, 409–427 (2019)
Covi, G.: An inverse problem for the fractional schrödinger equation in a magnetic field. Inverse Prob. 36, 045004 (2020)
Cao, X., Lin, Y.H., Liu, H.: Simultaneously recovering potentials and embedded obstacles for anisotropic fractional schrödinger operators. Inverse Prob. Imag. 13, 197–210 (2019)
Covi, G., Mönkkönen, K., Railo, J., Uhlmann, G.: The higher order fractional calderón problem for linear local operators: Uniqueness. Adv. Math. 399, 108246 (2022)
Ghosh, T., Salo, M., Uhlmann, G.: The calderón problem for the fractional schrödinger equation. Anal. PDE 13, 455–475 (2020)
Li, L.: On inverse problems for uncoupled space-time fractional operators involving time-dependent coefficients. Inverse Prob. Imag. 17, 890–906 (2023)
Zolesio, J.L.: Multiplication dans les espaces de besov. Proc. Roy. Soc. Edinburgh Sect. A. 78, 113–117 (1977)
Barceló, J.A., Ruie, A., Vega, L.: Weighted estimates for the helmholtz equation and some applications. J. Funct. Anal. 150(2), 356–382 (1997)
Ruiz, A.: Recovery of the singularities of a potential from fixed angle scattering data. Comm. Part. Diff. Eq. 26, 1721–1738 (2001)
Acknowledgements
The authors will be grateful for comments from the editor and the reviewers.
Funding
This work was supported by the Guiding project of science and technology research plan of Hubei Provincial Department of Education under Grant B2021365, the Guiding Project of Natural Science Foundation of Hubei Province under Grant 2022CFC065, and Wuhan College Research Fund under Grant JJB202304. We would like to thank the Hubei Provincial Enterprise-level Intelligent Application Excellent Young and Middle-aged Scientific and Technological Innovation Team T2022055.
Author information
Authors and Affiliations
Contributions
HH completed the main proof and derivation, and wrote (original draft) the manuscript. HL and ZZ verified and checked this manuscript. The authors read and approved the final manuscript.
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that there are no competing interests regarding the publication of this manuscript.
Consent to Participate
All authors approve ethics, and all authors consent to participate.
Consent for Publication
All authors consent for publication.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Huang, H., Li, H. & Zhou, Z. Inverse Scattering Problem for the High Order Schrödinger Operator at Fixed Angles Scattering Amplitude. J Nonlinear Math Phys 30, 1804–1820 (2023). https://doi.org/10.1007/s44198-023-00158-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s44198-023-00158-w