Journal article
Neural Networks-Method of Moments (NN-MoM) for the Efficient Filling of the Coupling Matrix
Abstract
In this paper, novel radial basis function-neural network (RBF-NN) models are presented for the efficient filling of the coupling matrix of the method of moments (MoM). Two RBF-NNs are trained to calculate the majority of elements in the coupling matrix. The rest of elements are calculated using the conventional MoM, hence the technique is referred to as neural network-method of moments (NN-MoM). The proposed NN-MoM is applied to the analysis …
Authors
Soliman EA; Bakr MH; Nikolova NK
Journal
IEEE Transactions on Antennas and Propagation, Vol. 52, No. 6, pp. 1521–1529
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
6 2004
DOI
10.1109/tap.2004.829846
ISSN
0018-926X