×

Inverse problems for the stationary transport equation in the diffusion scaling. (English) Zbl 1437.35707

The paper is aimed to study the inverse problem of reconstructing the optical parameters of the radiative transfer equation (RTE) from boundary measurements in the diffusion limit. In the diffusive regime (the Knudsen number \(\mathrm{Ko} \leq 1\)), the forward problem for the stationary RTE is well approximated by an elliptic equation. However, the connection between the inverse problem for the RTE and the inverse problem for the elliptic equation has not been fully developed. This problem is particularly interesting because the former one is mildly ill-posed, with a Lipschitz type stability estimate, while the latter is well known to be severely ill-posed with a logarithmic type stability estimate. Stability estimates for the inverse problem for RTE are obtained, and the dependence of the estimates on \(\mathrm{Ko}\). is studied. The estimates show that the stability is Lipschitz in all regimes, but the coefficient deteriorates as \(e^{\mathrm{ko}}\), making the inverse problem of RTE severely ill-posed when \(\mathrm{Ko}\) is small. In this way we connect the two inverse problems. Numerical results agree with the analysis of worsening stability as the Knudsen number gets smaller.

MSC:

35R30 Inverse problems for PDEs
65M32 Numerical methods for inverse problems for initial value and initial-boundary value problems involving PDEs
35Q79 PDEs in connection with classical thermodynamics and heat transfer

References:

[1] G. Alessandrini, Stable determination of conductivity by boundary measurements, Appl. Anal., 27 (1988), pp. 153-172. · Zbl 0616.35082
[2] G. Alessandrini, Open issues of stability for the inverse conductivity problem, J. Inverse Ill-posed Problems, 15 (2007), pp. 451-460. · Zbl 1221.35443
[3] S. R. Arridge, Optical tomography in medical imaging, Inverse Problems, 15 (1999), pp. R41-R93. · Zbl 0926.35155
[4] G. Bal, Inverse transport theory and applications, Inverse Problems, 25 (2009), 053001. · Zbl 1178.35377
[5] G. Bal and A. Jollivet, Stability estimates in stationary inverse transport, Inverse Probl. Imaging, 2 (2008), pp. 427-454. · Zbl 1168.35446
[6] G. Bal and A. Jollivet, Stability estimates for time-dependent inverse transport, SIAM J. Math. Anal., 42 (2010), pp. 679-700, https://doi.org/10.1137/080734480. · Zbl 1209.35148
[7] G. Bal and A. Jollivet, Generalized stability estimates in inverse transport theory, Inverse Probl. Imaging, 12 (2018), pp. 59-90. · Zbl 1395.35206
[8] G. Bal, A. Jollivet, I. Langmore, and F. Monard, Angular average of time-harmonic transport solutions, Comm. Partial Differential Equations, 36 (2011), pp. 1044-1070. · Zbl 1231.35139
[9] G. Bal and F. Monard, Inverse transport with isotropic time-harmonic sources, SIAM J. Math. Anal., 44 (2012), pp. 134-161, https://doi.org/10.1137/11083397X. · Zbl 1244.35163
[10] C. Bardos, R. Santos, and R. Sentis, Diffusion approximation and computation of the critical size, Trans. Amer. Math. Soc., 284 (1984), pp. 617-649. · Zbl 0508.60067
[11] A. Bensoussan, J. Lions, and G. Papanicolaou, Boundary-layers and homogenization of transport processes, Publ. Res. Inst. Math. Sci., 15 (1979), pp. 53-157. · Zbl 0408.60100
[12] K. Chen, Q. Li, and L. Wang, Stability of stationary inverse transport equation in diffusion scaling, Inverse Problems, 34 (2018), 025004. · Zbl 1474.35690
[13] M. Choulli and P. Stefanov, Scattering inverse pour l’équation du transport et relations entre les opérateurs de scattering et d’albédo, C. R. Acad. Sci. Paris Sér. I. Math., 320 (1995), pp. 947-952. · Zbl 0827.35139
[14] M. Choulli and P. Stefanov, Inverse scattering and inverse boundary value problems for the linear Boltzmann equation, Comm. Partial Differential Equations, 21 (1996), pp. 763-785. · Zbl 0857.35131
[15] M. Choulli and P. Stefanov, Reconstruction of the coefficients of the stationary transport equation from boundary measurements, Inverse Problems, 12 (1996), pp. L19-L23. · Zbl 0857.35130
[16] M. Choulli and P. Stefanov, An inverse boundary value problem for the stationary transport equation, Osaka J. Math., 36 (1998), pp. 87-104. · Zbl 0998.35064
[17] S. B. Colak, D. G. Papaioannou, W. G. Hooft, M. B. Van der Mark, H. Schomberg, J. C. J. Paasschens, J. B. M. Melissen, and N. A. A. J. Van Asten, Tomographic image reconstruction from optical projections in light-diffusing media, Appl. Opt., 36 (1997), pp. 180-213.
[18] H. Dehghani, D. T. Delpy, and S. R. Arridge, Photon migration in non-scattering tissue and the effects on image reconstruction, Phys. Med. Biol., 44 (1999), pp. 2897-2906.
[19] S. Fantini, M. A. Franceschini, G. Gaida, E. Gratton, H. Jess, W. W. Mantulin, K. T. Moesta, P. Schlag, and M. Kaschke, Frequency-domain optical mammography: Edge effect corrections, Med. Phys., 23 (1996), pp. 149-157.
[20] A. H. Hielscher and R. E. Alcouffe, Nondiffusive photon migration in homogeneous and heterogeneous tissues, Proc. SPIE, 2925 (1996), pp. 22-30.
[21] V. Isakov, Increasing stability for the Schrödinger potential from the Dirichlet-to-Neumann map, Discrete Contin. Dyn. Syst. Ser. S, 4 (2011), pp. 631-640. · Zbl 1210.35289
[22] V. Isakov, Inverse Problems for Partial Differential Equations, 3rd ed., Appl. Math. Sci. 127, Springer, Cham, 2017. · Zbl 1366.65087
[23] V. Isakov, R.-Y. Lai, and J.-N. Wang, Increasing stability for the conductivity and attenuation coefficients, SIAM J. Math. Anal., 48 (2016), pp. 569-594, https://doi.org/10.1137/15M1019052. · Zbl 1338.35496
[24] V. Isakov, S. Nagayasu, G. Uhlmann, and J.-N. Wang, Increasing stability of the inverse boundary value problem for the Schrödinger equation, Contemp. Math., 615 (2014), pp. 131-141. · Zbl 1330.35531
[25] V. Isakov and J.-N. Wang, Increasing stability for determining the potential in the Schrödinger equation with attenuation from the Dirichlet-to-Neumann map, Inverse Probl. Imaging, 8 (2014), pp. 1139-1150. · Zbl 1328.35312
[26] J. Kaipio and E. Somersalo, Statistical and Computational Inverse Problems, Appl. Math. Sci. 160, Springer-Verlag, New York, 2005. · Zbl 1068.65022
[27] R.-Y. Lai, Increasing stability for the diffusion equation, Inverse Problems, 30 (2014), 075010. · Zbl 1304.35768
[28] Q. Li, J. Lu, and W. Sun, Diffusion approximations of linear transport equations: Asymptotics and numerics, J. Comput. Phys, 292 (2015), pp. 141-167. · Zbl 1349.82096
[29] Q. Li, J. Lu, and W. Sun, Validity and regularization of classical half-space equations, J. Stat. Phys., 166 (2017), pp. 398-433. · Zbl 1367.35176
[30] L. Liang, Increasing stability for the inverse problem of the Schrödinger equation with the partial Cauchy data, Inverse Probl. Imaging, 9 (2015), pp. 469-478. · Zbl 1334.35432
[31] A. Louis and F. Natterer, Mathematical problems of computerized tomography, Proc. IEEE, 71 (1983), pp. 379-389.
[32] N. Mandache, Exponential instability in an inverse problem for the Schrödinger equation, Inverse Problems, 17 (2001), pp. 1435-1444. · Zbl 0985.35110
[33] N. J. McCormick, Inverse radiative transfer problems: A review, Nuclear Sci. Engrg., 112 (1992), pp. 185-198.
[34] S. Nagayasu, G. Uhlmann, and J.-N. Wang, Increasing stability in an inverse problem for the acoustic equation, Inverse Problems, 29 (2013), 025012. · Zbl 1302.65243
[35] P. Stefanov, Inverse problems in transport theory, in Inside Out: Inverse Problems and Applications, Math. Sci. Res. Inst. Publ. 47, G. Uhlmann, ed., Cambridge University Press, Cambridge, 2003, pp. 111-131. · Zbl 1083.45008
[36] P. Stefanov and G. Uhlmann, Optical tomography in two dimensions, Methods Appl. Anal., 10 (2003), pp. 1-9. · Zbl 1084.45006
[37] G. Uhlmann, Electrical impedance tomography and Calderón’s problem, Inverse Problems, 25 (2009), 123011. · Zbl 1181.35339
[38] J.-N. Wang, Stability estimates of an inverse problem for the stationary transport equation, Ann. Inst. H. Poincaré Phys. Théor., 70 (1999), pp. 473-495. · Zbl 0963.35204
[39] L. Wu and Y. Guo, Geometric correction for diffusive expansion of steady neutron transport equation, Comm. Math. Phys., 336 (2015), pp. 1473-1553. · Zbl 1318.35128
[40] H. Zhao and Y. Zhong, Instability of an Inverse Problem for the Stationary Radiative Transport near the Diffusion Limit, preprint, https://arxiv.org/abs/1809.01790, 2018. · Zbl 1431.65162
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.