full
search.png

Search

close.png

Cancel

arrow
Volume 34, Issue 6
Analysis of a Numerical Method for Radiative Transfer Equation Based Bioluminescence Tomography

Rongfang Gong, Joseph Eichholz, Xiaoliang Cheng & Weimin Han

DOI: 10.4208/jcm.1607-m2016-0515

J. Comp. Math., 34 (2016), pp. 648-670.

Published online: 2016-12

Preview Full PDF 2724 30770

Cited by

google scholar semantic scholar
Export citation
  • Abstract

In the bioluminescence tomography (BLT) problem, one constructs quantitatively the bioluminescence source distribution inside a small animal from optical signals detected on the animal's body surface. The BLT problem is ill-posed and often the Tikhonov regularization is used to obtain stable approximate solutions. In conventional Tikhonov regularization, it is crucial to choose a proper regularization parameter to balance the accuracy and stability of approximate solutions. In this paper, a parameter-dependent coupled complex boundary method (CCBM) based Tikhonov regularization is applied to the BLT problem governed by the radiative transfer equation (RTE). By properly adjusting the parameter in the Robin boundary condition, we achieve one important property: the regularized solutions are uniformly stable with respect to the regularization parameter so that the regularization parameter can be chosen based solely on the consideration of the solution accuracy. The discrete-ordinate finite-element method is used to compute numerical solutions. Numerical results are provided to illustrate the performance of the proposed method.

  • Keywords

Bioluminescence tomography, radiative transfer equation, Tikhonov regularization, coupled complex boundary method, convergence.

  • AMS Subject Headings

92C55, 65F22, 80M10.

  • Copyright

COPYRIGHT: © Global Science Press

  • Email address

grf_math@nuaa.edu.cn (Rongfang Gong)

eichholz@rose-hulman.edu (Joseph Eichholz)

xiaoliangcheng@zju.edu.cn (Xiaoliang Cheng)

weimin-han@uiowa.edu (Weimin Han)

  • BibTex
  • RIS
  • TXT
@Article{JCM-34-648, author = {Gong , RongfangEichholz , JosephCheng , Xiaoliang and Han , Weimin}, title = {Analysis of a Numerical Method for Radiative Transfer Equation Based Bioluminescence Tomography}, journal = {Journal of Computational Mathematics}, year = {2016}, volume = {34}, number = {6}, pages = {648--670}, abstract = {

In the bioluminescence tomography (BLT) problem, one constructs quantitatively the bioluminescence source distribution inside a small animal from optical signals detected on the animal's body surface. The BLT problem is ill-posed and often the Tikhonov regularization is used to obtain stable approximate solutions. In conventional Tikhonov regularization, it is crucial to choose a proper regularization parameter to balance the accuracy and stability of approximate solutions. In this paper, a parameter-dependent coupled complex boundary method (CCBM) based Tikhonov regularization is applied to the BLT problem governed by the radiative transfer equation (RTE). By properly adjusting the parameter in the Robin boundary condition, we achieve one important property: the regularized solutions are uniformly stable with respect to the regularization parameter so that the regularization parameter can be chosen based solely on the consideration of the solution accuracy. The discrete-ordinate finite-element method is used to compute numerical solutions. Numerical results are provided to illustrate the performance of the proposed method.

}, issn = {1991-7139}, doi = {https://doi.org/10.4208/jcm.1607-m2016-0515}, url = {http://global-sci.org/intro/article_detail/jcm/9818.html} }
TY - JOUR T1 - Analysis of a Numerical Method for Radiative Transfer Equation Based Bioluminescence Tomography AU - Gong , Rongfang AU - Eichholz , Joseph AU - Cheng , Xiaoliang AU - Han , Weimin JO - Journal of Computational Mathematics VL - 6 SP - 648 EP - 670 PY - 2016 DA - 2016/12 SN - 34 DO - http://doi.org/10.4208/jcm.1607-m2016-0515 UR - https://global-sci.org/intro/article_detail/jcm/9818.html KW - Bioluminescence tomography, radiative transfer equation, Tikhonov regularization, coupled complex boundary method, convergence. AB -

In the bioluminescence tomography (BLT) problem, one constructs quantitatively the bioluminescence source distribution inside a small animal from optical signals detected on the animal's body surface. The BLT problem is ill-posed and often the Tikhonov regularization is used to obtain stable approximate solutions. In conventional Tikhonov regularization, it is crucial to choose a proper regularization parameter to balance the accuracy and stability of approximate solutions. In this paper, a parameter-dependent coupled complex boundary method (CCBM) based Tikhonov regularization is applied to the BLT problem governed by the radiative transfer equation (RTE). By properly adjusting the parameter in the Robin boundary condition, we achieve one important property: the regularized solutions are uniformly stable with respect to the regularization parameter so that the regularization parameter can be chosen based solely on the consideration of the solution accuracy. The discrete-ordinate finite-element method is used to compute numerical solutions. Numerical results are provided to illustrate the performance of the proposed method.

Gong , RongfangEichholz , JosephCheng , Xiaoliang and Han , Weimin. (2016). Analysis of a Numerical Method for Radiative Transfer Equation Based Bioluminescence Tomography. Journal of Computational Mathematics. 34 (6). 648-670. doi:10.4208/jcm.1607-m2016-0515
Copy to clipboard
BibteX RIS TXT
The citation has been copied to your clipboard