Iteration Process Analysis of Real-Valued Time-Delay Neural Network with Different Activation Functions for Power Amplifier Behavioral Modeling

2019 IEEE International Symposium on Radio-Frequency Integration Technology (RFIT) ◽

10.1109/rfit.2019.8929142 ◽

2019 ◽

Author(s):

Hang Yin ◽

Jialin Cai ◽

Chao Yu

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Process Analysis ◽

Iteration Process ◽

Behavioral Modeling ◽

Activation Functions

Download Full-text

FPGA-implementation of dynamic time delay neural network for power amplifier behavioral modeling

Analog Integrated Circuits and Signal Processing ◽

10.1007/s10470-012-9857-0 ◽

2012 ◽

Vol 73 (3) ◽

pp. 819-828 ◽

Author(s):

Mohammed Bahoura ◽

Chan-Wang Park

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Fpga Implementation ◽

Behavioral Modeling ◽

Download Full-text

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 ◽

Author(s):

Zhihao Zhao ◽

Weicong Na ◽

Venu-Madhav-Reddy Gongal-Reddy ◽

Qijun Zhang

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Network Model ◽

Neural Network Model ◽

Carrier Frequency ◽

Behavioral Modeling ◽

Frequency Dependent ◽

Download Full-text

Deep Neural Network Behavioral Modeling Based on Transfer Learning for Broadband Wireless Power Amplifier

IEEE Microwave and Wireless Components Letters ◽

10.1109/lmwc.2021.3078459 ◽

2021 ◽

pp. 1-1

Author(s):

Sun Zhang ◽

Xin Hu ◽

Zhijun Liu ◽

Linlin Sun ◽

Kang Han ◽

...

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Power Amplifier ◽

Deep Neural Network ◽

Behavioral Modeling ◽

Wireless Power ◽

Broadband Wireless

Download Full-text

FPGA implementation of high-speed neural network for power amplifier behavioral modeling

Analog Integrated Circuits and Signal Processing ◽

10.1007/s10470-014-0263-7 ◽

2014 ◽

Vol 79 (3) ◽

pp. 507-527 ◽

Author(s):

Mohammed Bahoura

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Fpga Implementation ◽

Behavioral Modeling

Download Full-text

Behavioral modeling by Volterra series and time-delay neural network approach

12th Symposium on Neural Network Applications in Electrical Engineering (NEUREL) ◽

10.1109/neurel.2014.7011456 ◽

2014 ◽

Author(s):

Jelena Misic ◽

Vera Markovic ◽

Zlatica Marinkovic

Keyword(s):

Neural Network ◽

Volterra Series ◽

Behavioral Modeling ◽

Network Approach ◽

Neural Network Approach

Download Full-text

Recurrent neural network technique for behavioral modeling of power amplifier with memory effects

International Journal of RF and Microwave Computer-Aided Engineering ◽

10.1002/mmce.20861 ◽

2014 ◽

Vol 25 (4) ◽

pp. 289-298 ◽

Author(s):

Shuxia Yan ◽

Chuan Zhang ◽

Qi-Jun Zhang

Keyword(s):

Neural Network ◽

Power Amplifier ◽

Recurrent Neural Network ◽

Memory Effects ◽

Behavioral Modeling ◽

Download Full-text

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 ◽

Author(s):

Jin Xu ◽

Weiliang Jiang ◽

Linhua Ma ◽

Mingyu Li ◽

Zhiqiang Yu ◽

...

Keyword(s):

Support Vector Regression ◽

Power Amplifier ◽

Behavioral Modeling ◽

Support Vector ◽

Digital Predistortion ◽

Rf Power ◽

Twin Support Vector Regression ◽

Rf Power Amplifier

Download Full-text

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 ◽

Power Amplifier ◽

Network Model ◽

Neural Network Model ◽

Digital Predistortion ◽

Rf Power ◽

Rf Power Amplifier ◽

Vector Decomposition ◽

Decomposition Time

Download Full-text

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 ◽

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

Download Full-text

Behavioral Modeling of Millimeter Wave Beamforming Transmitters with Vector Decomposition Time Delay Recurrent Neural Network

2020 International Conference on Microwave and Millimeter Wave Technology (ICMMT) ◽

10.1109/icmmt49418.2020.9386568 ◽

2020 ◽

Author(s):

Yucheng Yu ◽

Hang Yin ◽

Jianfeng Zhai ◽

Chao Yu

Keyword(s):

Neural Network ◽

Millimeter Wave ◽

Recurrent Neural Network ◽

Behavioral Modeling ◽

Vector Decomposition ◽

Decomposition Time

Download Full-text