DocumentCode
125754
Title
Use of Wirtinger calculus in Gauss-Newton inversion of microwave tomography data
Author
Mojabi, Puyan ; LoVetri, Joe
Author_Institution
Electr. & Comput. Eng. Dept., Univ. of Manitoba, Winnipeg, MB, Canada
fYear
2014
fDate
16-23 Aug. 2014
Firstpage
1
Lastpage
4
Abstract
In microwave tomography inversion, it is often desirable to use complex-domain derivative operators toward reconstructing the unknown complex contrast profile of the target. However, the cost functionals to be optimized are often not complex differentiable with respect to the unknown by the strict definition of complex differentiability. This paper utilizes the so-called Wirtinger calculus in the infinite dimensional space to bypass this strict definition so as to provide closed-form expressions for the complex-domain derivative operators that, when discretized, can be used in Gauss-Newton inversion of microwave tomography data.
Keywords
image reconstruction; medical image processing; microwave imaging; tomography; Gauss-Newton inversion; Wirtinger calculus; closed-form expression; complex differentiability; complex-domain derivative operator; cost function; imaging domain; infinite dimensional space; microwave tomography data; microwave tomography inversion; target reconstruction; Antennas; Calculus; Closed-form solutions; Microwave imaging; Microwave measurement; Tomography; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
General Assembly and Scientific Symposium (URSI GASS), 2014 XXXIth URSI
Conference_Location
Beijing
Type
conf
DOI
10.1109/URSIGASS.2014.6929119
Filename
6929119
Link To Document