Physically Inspired Neural Network Model for RF Power Amplifier Behavioral Modeling and Digital Predistortion

Farouk Mkadem; Slim Boumaiza

doi:10.1109/tmtt.2010.2098041

Physically Inspired Neural Network Model for RF Power Amplifier Behavioral Modeling and Digital Predistortion

IEEE Transactions on Microwave Theory and Techniques ◽

10.1109/tmtt.2010.2098041 ◽

2011 ◽

Vol 59 (4) ◽

pp. 913-923 ◽

Cited By ~ 81

Author(s):

Farouk Mkadem ◽

Slim Boumaiza

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Network Model ◽

Neural Network Model ◽

Behavioral Modeling ◽

Digital Predistortion ◽

Rf Power ◽

Rf Power Amplifier

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Simplified Vector Decomposition Time-Delay Neural Network Model for RF Power Amplifier Modeling and Digital Predistortion

10.1109/icmmt52847.2021.9617973 ◽

2021 ◽

Author(s):

Yikang Zhang ◽

Gang Li ◽

Hongmin Li ◽

Wen Qiao ◽

Jingzhou Pang ◽

...

Keyword(s):

Neural Network ◽

Time Delay ◽

Power Amplifier ◽

Network Model ◽

Neural Network Model ◽

Digital Predistortion ◽

Rf Power ◽

Rf Power Amplifier ◽

Vector Decomposition ◽

Decomposition Time

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Augmented Time-Delay Twin Support Vector Regression-Based Behavioral Modeling for Digital Predistortion of RF Power Amplifier

IEEE Access ◽

10.1109/access.2019.2915281 ◽

2019 ◽

Vol 7 ◽

pp. 59832-59843 ◽

Cited By ~ 4

Author(s):

Jin Xu ◽

Weiliang Jiang ◽

Linhua Ma ◽

Mingyu Li ◽

Zhiqiang Yu ◽

...

Keyword(s):

Time Delay ◽

Support Vector Regression ◽

Power Amplifier ◽

Behavioral Modeling ◽

Support Vector ◽

Digital Predistortion ◽

Rf Power ◽

Twin Support Vector Regression ◽

Rf Power Amplifier

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A combined neural network and fuzzy systems based adaptive digital predistortion for RF power amplifier linearization

The 2004 47th Midwest Symposium on Circuits and Systems, 2004. MWSCAS '04. ◽

10.1109/mwscas.2004.1354291 ◽

2004 ◽

Cited By ~ 3

Author(s):

K.C. Lee ◽

P. Gardner

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Fuzzy Systems ◽

Digital Predistortion ◽

Rf Power ◽

Rf Power Amplifier ◽

Amplifier Linearization

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RF Power Amplifier Behavioral Modeling using a Globally Recurrent Neural Network

2006 IEEE MTT-S International Microwave Symposium Digest ◽

10.1109/mwsym.2006.249952 ◽

2006 ◽

Cited By ~ 16

Author(s):

Bill O'Brien ◽

John Dooley ◽

Thomas Brazil

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Recurrent Neural Network ◽

Behavioral Modeling ◽

Rf Power ◽

Rf Power Amplifier

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Multi-band behavioral modeling of power amplifier using carrier frequency-dependent time delay neural network model

2017 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization for RF, Microwave, and Terahertz Applications (NEMO) ◽

10.1109/nemo.2017.7964194 ◽

2017 ◽

Cited By ~ 1

Author(s):

Zhihao Zhao ◽

Weicong Na ◽

Venu-Madhav-Reddy Gongal-Reddy ◽

Qijun Zhang

Keyword(s):

Neural Network ◽

Time Delay ◽

Power Amplifier ◽

Network Model ◽

Neural Network Model ◽

Carrier Frequency ◽

Behavioral Modeling ◽

Frequency Dependent ◽

Multi Band

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Experimental study of the capabilities of the Real-Valued NARX neural network for behavioral modeling of multi-standard RF power amplifier

2015 IEEE MTT-S International Microwave Symposium ◽

10.1109/mwsym.2015.7166978 ◽

2015 ◽

Cited By ~ 3

Author(s):

Lina M. Aguilar-Lobo ◽

J. R. Loo-Yau ◽

S. Ortega-Cisneros ◽

P. Moreno ◽

J.A. Reynoso-Hernandez

Keyword(s):

Neural Network ◽

Experimental Study ◽

Power Amplifier ◽

Behavioral Modeling ◽

Rf Power ◽

The Real ◽

Rf Power Amplifier ◽

Narx Neural Network

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RF Power Amplifier Behavioral Modeling

10.1017/cbo9780511619960 ◽

2008 ◽

Cited By ~ 45

Keyword(s):

Power Amplifier ◽

Behavioral Modeling ◽

Rf Power ◽

Rf Power Amplifier

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An adaptive digital predistortion for compensating nonlinear distortions in RF power amplifier with memory effects

Integration ◽

10.1016/j.vlsi.2017.01.001 ◽

2017 ◽

Vol 57 ◽

pp. 184-191 ◽

Cited By ~ 12

Author(s):

Ahmad Rahati Belabad ◽

Seyed Ahmad Motamedi ◽

Saeed Sharifian

Keyword(s):

Power Amplifier ◽

Memory Effects ◽

Digital Predistortion ◽

Rf Power ◽

Rf Power Amplifier ◽

Nonlinear Distortions ◽

With Memory

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RF power amplifier behavioral modeling using volterra expansion with laguerre functions

IEEE MTT-S International Microwave Symposium Digest, 2005. ◽

10.1109/mwsym.2005.1516787 ◽

2006 ◽

Author(s):

Anding Zhu ◽

T.J. Brazil

Keyword(s):

Power Amplifier ◽

Behavioral Modeling ◽

Laguerre Functions ◽

Rf Power ◽

Rf Power Amplifier

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A study of a variable-capacitance drain network's influence on dynamic behavioral modeling of an RF power amplifier

2007 69th ARFTG Conference ◽

10.1109/arftg.2007.5456336 ◽

2007 ◽

Cited By ~ 1

Author(s):

Magnus Isaksson ◽

David Wisell ◽

Anders Eng ◽

Daniel Ronnow

Keyword(s):

Power Amplifier ◽

Behavioral Modeling ◽

Rf Power ◽

Rf Power Amplifier ◽

Variable Capacitance

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