A Wiener-Type Dynamic Neural Network Approach to the Modeling of Nonlinear Microwave Devices

Abstract

A new Wiener-type dynamic neural network (DNN) approach for nonlinear device modeling is proposed in this paper. The proposed analytical formulation of Wiener-type DNN structure consists of a cascade of a simplified linear dynamic part and a nonlinear static part. The simplified linear dynamic equations are obtained by vector fitting enhancing the… (More)

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Cite this paper

@article{Liu2017AWD, title={A Wiener-Type Dynamic Neural Network Approach to the Modeling of Nonlinear Microwave Devices}, author={Wenyuan Liu and Weicong Na and Lin Zhu and Jianguo Ma and Qi-Jun Zhang}, journal={IEEE Transactions on Microwave Theory and Techniques}, year={2017}, volume={65}, pages={2043-2062} }