DocumentCode
127758
Title
A differential evolution algorithm based source reconstruction technique
Author
Wei-Jiang Zhao ; Binfang Wang ; En-Xiao Liu
Author_Institution
Dept. of Electron. & Photonics, Inst. of High Performance Comput., Singapore, Singapore
fYear
2014
fDate
1-4 Sept. 2014
Firstpage
119
Lastpage
123
Abstract
Conventional source reconstruction techniques based on the equivalent current source model for near-to-far-field transformation need the knowledge of near-field (NF) phase. They involve solving an ill-posted problem, and uniqueness of the solution to the inverse problem is not guaranteed. Adding a regularization term may help eliminate the drawback. However, the solution can be affected by the choice of the regularization parameters. A differential evolution algorithm based source reconstruction technique is presented for the prediction of electromagnetic radiated emissions using NF data. The use of the global optimization algorithm enables the local minimal problem to be avoided. Another advantage of the presented technique is that the measurement of NF phase is not necessary.
Keywords
electromagnetic waves; evolutionary computation; NF data; NF phase measurement; differential evolution algorithm; electromagnetic radiated emissions; equivalent current source model; global optimization algorithm; ill-posted problem; inverse problem; local minimal problem; near-field phase; near-to-far-field transformation; regularization parameters; source reconstruction technique; Current; Electromagnetic compatibility; Europe; Magnetic fields; Magnetic resonance imaging; Noise measurement; Optimization; equivalent sources; inverse problem; near-field scanning; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Electromagnetic Compatibility (EMC Europe), 2014 International Symposium on
Conference_Location
Gothenburg
Type
conf
DOI
10.1109/EMCEurope.2014.6930888
Filename
6930888
Link To Document