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 :
بازگشت