Behavioral Modeling and Predistortion of nonlinear Power Amplifiers Based on Adaptive Filtering Techniques

被引:0
|
作者
Zerguine, Azzedine [1 ]
Hammi, Oualid [1 ]
Abdelhafiz, Abubakr H. [2 ]
Helaoui, Mohammed [2 ]
Ghannouchi, Fadhel [2 ]
机构
[1] King Fahd Univ Petr & Minerals, Dept Elect Engn, Dhahran 31261, Saudi Arabia
[2] Univ Calgary, Schulich Sch Engn, iRadio Elect & Comp Engn, Calgary, AB T2N 1N4, Canada
关键词
Adaptive filtering; power amplifier nonlinearities; behavioral modeling; nonlinear system identification; DIGITAL PREDISTORTION; ALGORITHMS;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, the use of some of the most popular adaptive filtering algorithms for the purpose of linearizing power amplifiers by the well-known digital predistortion (DPD) technique is investigated. First, an introduction to the problem of power amplifier linearization is given, followed by a discussion of the model used for this purpose. Next, a variety of adaptive algorithms are used to construct the digital predistorter function for a highly nonlinear power amplifier and their performance is comparatively analyzed. Based on the simulations presented in this paper, conclusions regarding the choice of algorithm are derived.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Time-domain adaptive predistortion for nonlinear amplifiers
    Ding, YM
    Sano, A
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL II, PROCEEDINGS: SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING SIGNAL PROCESSING THEORY AND METHODS, 2004, : 865 - 868
  • [22] Behavioral Modeling and Digital Predistortion Linearization for Wideband RF Power Amplifiers with Neural Networks
    Liu, Taijun
    9TH INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY PROCEEDINGS, VOL. 1, (ICMMT 2016), 2016, : 316 - 316
  • [23] Behavioral modeling and digital predistortion of RF power amplifiers based on time-delay kernel ridge regression
    Sanjika Devi R.V.
    Bindu K.R.
    Kurup D.G.
    AEU - International Journal of Electronics and Communications, 2022, 152
  • [24] Linearization of HF Power Amplifiers with Digital Predistortion Techniques
    Xu, Gaoming
    Liu, Taijun
    Ye, Yan
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 2706 - 2708
  • [25] Adaptive Digital Predistortion for The Power Amplifiers Based on Look-up Table with Tanh as a Nonlinear Indexing Function
    Moon, Tak Su
    Cho, Choon Sik
    Lee, Jae W.
    Jung, Young Ho
    APMC: 2008 ASIA PACIFIC MICROWAVE CONFERENCE (APMC 2008), VOLS 1-5, 2008, : 1725 - 1728
  • [26] New behavior model and adaptive predistortion for power amplifiers
    Gao M.
    Wu Y.
    Fang S.
    Nan J.
    Cui S.
    Progress In Electromagnetics Research C, 2019, 93 : 39 - 48
  • [27] Behavioral Modeling of Power Amplifiers With Modern Machine Learning Techniques
    Dikmese, Sener
    Anttila, Lauri
    Campo, Pablo Pascual
    Valkama, Mikko
    Renfors, Markku
    2019 IEEE MTT-S INTERNATIONAL MICROWAVE CONFERENCE ON HARDWARE AND SYSTEMS FOR 5G AND BEYOND (IMC-5G), 2019,
  • [28] Agile Broadband Behavioral Modelling of Nonlinear Power Amplifiers Using Coarse-Predistortion Technique
    Hammi, Oualid
    Abdulateef, Ibrahim
    Bensmida, Souheil
    2018 INTERNATIONAL CONFERENCE ON SIGNALS AND SYSTEMS (ICSIGSYS), 2018, : 7 - 12
  • [29] PREDISTORTER DESIGN FOR NONLINEAR HIGH POWER AMPLIFIERS WITH MULTIKERNEL ADAPTIVE FILTERING
    Gao, Wei
    Zhang, Lingling
    Han, Jing
    Huang, Jianguo
    2015 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2015, : 140 - 144
  • [30] Behavioral modeling of nonlinear radio-frequency power amplifiers
    Vryssas, Konstantinos S.
    Samelis, Apostolos
    2005 ASIA-PACIFIC MICROWAVE CONFERENCE PROCEEDINGS, VOLS 1-5, 2005, : 53 - 56