Bandpass Filter Design by Artificial Neural Network Modeling

Xiuping Li Xiuping Li,Xiaodong Chen Xiaodong Chen,Jianjun Gao Jianjun Gao,Jong-Gwan Yook Jong-Gwan Yook

doi:10.1109/apmc.2005.1606362

Bandpass Filter Design by Artificial Neural Network Modeling

Xiuping Li Xiuping Li, Xiaodong Chen Xiaodong Chen + Show 2 more

https://doi.org/10.1109/apmc.2005.1606362

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Publication Date: Dec 4, 2005

Citations: 13

Affiliation: Beijing University of Posts and Telecommunications, Queen Mary University of London, Southeast University, Yonsei University

#Artificial Neural Network Model #Artificial Neural Network + Show 8 more

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Abstract

This paper presents a design approach for a /spl lambda//2 resonator bandpass filter by using the artificial neural network (ANN) modeling technique. Three important dimensions of the filter layout are used to capture critical input-output relationships in the ANN model. Once fully developed, the ANN model has been shown to be as accurate as an EM simulator and much more efficient computationally in the design optimization of the filter.

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