Fast Jacobian Matrix Formulation for Microwave Tomography Applications

被引:0
作者
Hosseinzadegan, Samar [1 ]
Geimer, Shireen [2 ]
Fhager, Andreas [1 ]
Persson, Mikael [1 ]
Meaney, Paul [2 ]
机构
[1] Chalmers Univ Technol, Elect Engn Dept, Gothenburg, Sweden
[2] Dartmouth Coll, Thayer Sch Engn, Hanover, NH 03755 USA
来源
2021 15TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP) | 2021年
关键词
tomography; Jacobian; adjoint method; RECONSTRUCTION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We have developed a new technique for computing the Jacobian matrix for microwave tomography systems which is orders of magnitude faster than conventional approaches. It exploits concepts from the nodal adjoint method and previous observations that rows of the matrix can be plotted over the imaging domain to produce sensitivity maps associated with specific transmit/receive antenna pairs. It also requires that the forward solutions and parameter reconstruction distributions be represented on the same grid or mesh. In this way, it computes full rows of the matrix simultaneously via a simple vector-vector multiplication of the forward solutions associated with sources broadcasting from both the designated transmit and receive antennas times a scalar constant. The time savings is substantial and is viable for both 2D and 3D applications.
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