A new sparse design framework for broadband power amplifier behavioral modeling and digital predistortion

Mingyu Li; Chuan Li; Gong Chen; Yu Zhang; Qing Dong; Shigetoshi Nakatake

doi:10.1002/tee.22002

A new sparse design framework for broadband power amplifier behavioral modeling and digital predistortion

IEEJ Transactions on Electrical and Electronic Engineering ◽

10.1002/tee.22002 ◽

2014 ◽

Vol 9 (5) ◽

pp. 532-541 ◽

Cited By ~ 8

Author(s):

Mingyu Li ◽

Chuan Li ◽

Gong Chen ◽

Yu Zhang ◽

Qing Dong ◽

...

Keyword(s):

Power Amplifier ◽

Behavioral Modeling ◽

Digital Predistortion ◽

Design Framework

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Learning Aided Behavioral Modeling and Adaptive Digital Predistortion Design for Nonlinear Power Amplifier

IEEE Sensors Journal ◽

10.1109/jsen.2016.2579261 ◽

2016 ◽

Vol 16 (16) ◽

pp. 6167-6174 ◽

Cited By ~ 2

Author(s):

Manasjyoti Bhuyan ◽

Kandarpa Kumar Sarma

Keyword(s):

Power Amplifier ◽

Behavioral Modeling ◽

Digital Predistortion ◽

Nonlinear Power Amplifier

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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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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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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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Integrated Bandwidth Reduction and Shaping Technique for Wideband Millimeter Wave Envelope Tracking Power Amplifier with Digital Predistortion

2020 IEEE MTT-S International Wireless Symposium (IWS) ◽

10.1109/iws49314.2020.9360052 ◽

2020 ◽

Author(s):

Xueya Yi ◽

Jixin Chen ◽

Haotian Li ◽

Xiao-Wei Zhu ◽

Dongfang Ning ◽

...

Keyword(s):

Millimeter Wave ◽

Power Amplifier ◽

Digital Predistortion ◽

Envelope Tracking ◽

Bandwidth Reduction ◽

Shaping Technique

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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

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Boosted Model Tree-Based Behavioral Modeling for Digital Predistortion of RF Power Amplifiers

IEEE Transactions on Microwave Theory and Techniques ◽

10.1109/tmtt.2021.3081096 ◽

2021 ◽

pp. 1-1

Author(s):

Yue Li ◽

Xiaoyu Wang ◽

Jingzhou Pang ◽

Anding Zhu

Keyword(s):

Power Amplifiers ◽

Behavioral Modeling ◽

Rf Power Amplifiers ◽

Digital Predistortion ◽

Rf Power ◽

Model Tree

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A Low Complexity Extended Kalman Filter Algorithm for Neural Network Digital Predistortion of Power Amplifier

2017 International Conference on Green Informatics (ICGI) ◽

10.1109/icgi.2017.26 ◽

2017 ◽

Cited By ~ 1

Author(s):

Linhuang Wu ◽

Kaixiong Su ◽

Zhifeng Chen ◽

Pingping Chen

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Extended Kalman Filter ◽

Power Amplifier ◽

Low Complexity ◽

Digital Predistortion ◽

Kalman Filter Algorithm

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Research on Modeling Methods of Power Amplifier with Memory Effect in Broadband Communication

Applied Mechanics and Materials ◽

10.4028/www.scientific.net/amm.687-691.4060 ◽

2014 ◽

Vol 687-691 ◽

pp. 4060-4063

Author(s):

Lu Sun ◽

Long Long Xue ◽

Jia Li Wang ◽

Chun Yang Zhou

Keyword(s):

Memory Effect ◽

Power Amplifier ◽

Polynomial Model ◽

Behavioral Modeling ◽

Design System ◽

Behavioral Models ◽

Electric Characteristic ◽

Memory Polynomial ◽

With Memory ◽

Frequency Power

Memory effect of power amplifier (PA) due to broadband signals which adopt new modulation technique is becoming obvious, and worsening the linearity of PA. Behavioral modeling for RF (Radio Frequency) power amplifier is indispensable to design digital pre-distortion system by which we can promote the efficiency of PA. According to the simulation data in the software of ADS (Advanced Design System), behavioral models of MRF21085 amplifier can be established by MATLAB. Comparison of memory polynomial model and ADS simulation of MRF21085 amplifier demonstrate memory polynomial model can represent the electric characteristic of it exactly.

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