Training Sample Acquisition Strategy Based Digital Pre-distortion

被引:0
|
作者
Peng, Biao [1 ]
Gui, Lin [1 ]
Liu, Bo [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai, Peoples R China
关键词
Digital Pre-distortion; Power Amplifier; TSAS; RCBL;
D O I
暂无
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
Digital pre-distortion (PD) is a promising technique for power amplifier (PA) linearization and efficiency enhancement. Parameter estimation for both PA and PD models are quite important in all pre-distortion schemes. In this paper we introduce the concept of RCBL (Region Can Be Linearized) and highlight the difference of training sample acquisition strategies (TSAS) for three different pre-distortion schemes. We prove that the improper samples may lead to the inaccuracy of the coefficients, or even an error. Thus we propose to choose the PA modeling and inverse structure as our scheme to do the DPD construction. A 5MHz Wimax signal sampled from a real PA is used to do the loop delay estimation, the PA model identification and the PD construction. Simulation results show that the AM/AM, AM/PM characteristics have been improved much and more than 15 dB of ACPR (Adjacent Channel Power Ratio) has been achieved.
引用
收藏
页码:307 / 316
页数:10
相关论文
共 50 条
  • [1] Sample Pruning Based on Leverage for Digital Pre-Distortion
    Byrne, Declan
    Farrell, Ronan
    Dooley, John
    2020 INTERNATIONAL WORKSHOP ON INTEGRATED NONLINEAR MICROWAVE AND MILLIMETRE-WAVE CIRCUITS (INMMIC), 2020,
  • [2] Acceleration of Digital Pre-Distortion Training Using Selective Partitioning
    Loughman, Meabh
    Byrne, Declan
    Farrell, Ronan
    Dooley, John
    2022 IEEE TOPICAL CONFERENCE ON RF/MICROWAVE POWER AMPLIFIERS FOR RADIO AND WIRELESS APPLICATIONS (PAWR), 2022, : 66 - 68
  • [3] Digital adaptable pre-distortion linearization
    Khilla, Messiah
    EIGHTH IEEE INTERNATIONAL VACUUM ELECTRONICS CONFERENCE, 2007, : 405 - 406
  • [4] Research on linearisation of power amplifier based on digital pre-distortion
    Fang, Kai
    Liu, Da
    Wang, Yongqing
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (21): : 7339 - 7342
  • [5] A Digital Pre-Distortion Based on Nonlinear Autoregressive With Exogenous Inputs
    Varahram, Pooria
    Dooley, John
    Finnerty, Keith
    Farrell, Ronan
    IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS, 2016, 26 (05) : 364 - 366
  • [6] Research on linearisation of power amplifier based on digital pre-distortion
    Fang, Kai
    Liu, Da
    Wang, Yongqing
    Journal of Engineering, 2019, 2019 (21): : 7339 - 7342
  • [7] Digital pre-distortion based on linear interpolation basis function
    Zhang, Lie, 1600, Chinese Institute of Electronics (36):
  • [8] Digital Pre-distortion Linearization Modeling Based on Cloud Platform
    Su, Ri-na
    Liu, Tai-jun
    Ye, Yan
    Xu, Gao-ming
    2ND INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND OPTIMIZATION TECHNOLOGIES AND APPLICATIONS (MSOTA 2018), 2018, : 10 - 14
  • [9] Time delay estimation in digital pre-distortion
    Durney, H
    Sala, J
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS: SIGNAL PROCESSING FOR COMMUNICATIONS SPECIAL SESSIONS, 2003, : 536 - 539
  • [10] Digital Pre-distortion for Multiple Antenna Transmitters
    Suryasarman, Padmanabhan
    Hoflehner, Markus
    Springer, Andreas
    2013 EUROPEAN MICROWAVE CONFERENCE (EUMC), 2013, : 412 - 415