Parametric modeling of microwave filter using combined MLS-SVR and pole-residue-based transfer functions

Wei-Hua Cao; Can Liu; Yan Yuan; Min Wu; Sheng-Biao Wu

doi:10.1002/mmce.21246

Parametric modeling of microwave filter using combined MLS-SVR and pole-residue-based transfer functions

International Journal of RF and Microwave Computer-Aided Engineering ◽

10.1002/mmce.21246 ◽

2018 ◽

Vol 28 (5) ◽

pp. e21246 ◽

Cited By ~ 2

Author(s):

Wei-Hua Cao ◽

Can Liu ◽

Yan Yuan ◽

Min Wu ◽

Sheng-Biao Wu

Keyword(s):

Transfer Functions ◽

Parametric Modeling ◽

Microwave Filter ◽

Pole Residue

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Parametric Modeling of EM Behaviors of Microwave Components Using Combined Neural Networks and Pole-Residue Transfer Functions

10.22215/etd/2017-12239 ◽

2017 ◽

Author(s):

Feng Feng

Keyword(s):

Neural Networks ◽

Transfer Functions ◽

Parametric Modeling ◽

Pole Residue ◽

Microwave Components

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Parametric Modeling of EM Behavior of Microwave Components Using Combined Neural Networks and Pole-Residue-Based Transfer Functions

IEEE Transactions on Microwave Theory and Techniques ◽

10.1109/tmtt.2015.2504099 ◽

2016 ◽

Vol 64 (1) ◽

pp. 60-77 ◽

Cited By ~ 43

Author(s):

Feng Feng ◽

Chao Zhang ◽

Jianguo Ma ◽

Qi-Jun Zhang

Keyword(s):

Neural Networks ◽

Transfer Functions ◽

Parametric Modeling ◽

Pole Residue ◽

Microwave Components

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Recent Advances in Parametric Modeling Using Pole-Residue-Based Neuro-Transfer Functions

2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO) ◽

10.1109/nemo.2018.8503497 ◽

2018 ◽

Author(s):

Feng Feng ◽

Chao Zhang ◽

Weicong Na ◽

Jianan Zhang ◽

Wei Zhang ◽

...

Keyword(s):

Transfer Functions ◽

Parametric Modeling ◽

Pole Residue ◽

Recent Advances

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Parametric Modeling of Microwave Components Using Adjoint Neural Networks and Pole-Residue Transfer Functions With EM Sensitivity Analysis

IEEE Transactions on Microwave Theory and Techniques ◽

10.1109/tmtt.2017.2650904 ◽

2017 ◽

Vol 65 (6) ◽

pp. 1955-1975 ◽

Cited By ~ 19

Author(s):

Feng Feng ◽

Venu-Madhav-Reddy Gongal-Reddy ◽

Chao Zhang ◽

Jianguo Ma ◽

Qi-Jun Zhang

Keyword(s):

Neural Networks ◽

Sensitivity Analysis ◽

Transfer Functions ◽

Parametric Modeling ◽

Pole Residue ◽

Microwave Components

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Parallel EM optimization approach to microwave filter design using feature assisted neuro-transfer functions

2016 IEEE MTT-S International Microwave Symposium (IMS) ◽

10.1109/mwsym.2016.7539963 ◽

2016 ◽

Cited By ~ 3

Author(s):

Feng Feng ◽

Chao Zhang ◽

Shunlu Zhang ◽

Venu-Madhav-Reddy Gongal-Reddy ◽

Qi-Jun Zhang

Keyword(s):

Transfer Functions ◽

Filter Design ◽

Microwave Filter ◽

Optimization Approach

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Parametric Modeling of EM Behavior of Microwave Components Using Combined Neural Networks and Hybrid-Based Transfer Functions

IEEE Access ◽

10.1109/access.2020.2990157 ◽

2020 ◽

Vol 8 ◽

pp. 93922-93938 ◽

Cited By ~ 2

Author(s):

Zhihao Zhao ◽

Feng Feng ◽

Wei Zhang ◽

Jianan Zhang ◽

Jing Jin ◽

...

Keyword(s):

Neural Networks ◽

Transfer Functions ◽

Parametric Modeling ◽

Microwave Components

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A class of two-variable transfer functions and its application to the design of microwave filter networks

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications ◽

10.1109/81.703846 ◽

1998 ◽

Vol 45 (7) ◽

pp. 769-775

Author(s):

H. Fujimoto

Keyword(s):

Transfer Functions ◽

Microwave Filter

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Parametric modeling using sensitivity-based adjoint neuro-transfer functions for microwave passive components

2015 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO) ◽

10.1109/nemo.2015.7415028 ◽

2015 ◽

Cited By ~ 2

Author(s):

Feng Feng ◽

Qi-Jun Zhang

Keyword(s):

Transfer Functions ◽

Parametric Modeling ◽

Passive Components

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A New Training Approach for Parametric Modeling of Microwave Passive Components Using Combined Neural Networks and Transfer Functions

IEEE Transactions on Microwave Theory and Techniques ◽

10.1109/tmtt.2009.2032476 ◽

2009 ◽

Vol 57 (11) ◽

pp. 2727-2742 ◽

Cited By ~ 31

Author(s):

Yazi Cao ◽

Gaofeng Wang ◽

Qi-Jun Zhang

Keyword(s):

Neural Networks ◽

Transfer Functions ◽

Parametric Modeling ◽

Passive Components ◽

Training Approach

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Parametric modeling of millimeter-wave passive components using combined neural networks and transfer functions

Global Symposium on Millimeter-Waves (GSMM) ◽

10.1109/gsmm.2015.7175449 ◽

2015 ◽

Cited By ~ 5

Author(s):

Venu-Madhav-Reddy Gongal-Reddy ◽

Feng Feng ◽

Qi-Jun Zhang

Keyword(s):

Neural Networks ◽

Millimeter Wave ◽

Transfer Functions ◽

Parametric Modeling ◽

Passive Components

Download Full-text