Title :
The interfacing of signal processing algorithms to full-field models for EMC modelling
Author :
Choong, Y.K. ; Christopoulos, C. ; Paul, J. ; Sewell, P. ; Thomas, D.W.P.
Author_Institution :
Nottingham Univ., UK
Abstract :
Significant advances have been made in recent years in the development of digital signal processing (DSP) algorithms and their exploitation in computational electromagnetics. In the widest sense, one could include in this category various techniques such as neural networks, genetic algorithms etc. In this paper, we focus however in reviewing the application of signal processing techniques to solve particular EMC problems. Two specific problems are addressed. First, the use of modal expansion techniques (MET) is described as applied to the interfacing of thin wires to large electromagnetic models described by a coarse mesh. MET allows accurate placement and description of thin wires irrespective of the mesh spatial resolution. Second, the use of digital filtering interface (DPI) is discussed as applied to the description in time-domain models of general material properties and other features with frequency-dependent properties. It is shown that advanced signal processing techniques can increase substantially the accuracy and efficiency of numerical solvers.
Keywords :
computational electromagnetics; electromagnetic compatibility; genetic algorithms; mesh generation; signal processing; time-domain analysis; DSP; EMC modelling; EMC problem; coarse mesh; computational electromagnetics; digital filtering interface; digital signal processing algorithms; electromagnetic compatibility; electromagnetic models; frequency dependent properties; full-field models; genetic algorithms; material properties; mesh spatial resolution; modal expansion method; neural networks; numerical solution; signal processing technique application; thin wires; time-domain models; Computational electromagnetics; Digital filters; Digital signal processing; Electromagnetic compatibility; Electromagnetic modeling; Genetic algorithms; Neural networks; Signal processing algorithms; Spatial resolution; Wires;
Conference_Titel :
Electromagnetic Compatibility, 2003. EMC '03. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7779-6
DOI :
10.1109/ICSMC2.2003.1429152