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An Accurate Digital Predistortion for Wideband Power Amplifiers Based on Directly Solving the Inverse Model Function

机译:直接解模型函数的宽带功率放大器精确数字预失真

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摘要

Digital predistortion (DPD) is one of the most effective techniques that can compensate for the distortions caused by the nonlinearities and memory effects of power amplifiers (PAs). In this paper, a new DPD solution which directly solves the inverse function of a PA model is presented for wideband transmitter applications. The major components of the general memory polynomial (GMP) model are selected to effectively characterize the PA's nonlinearity and memory effects through model identification. In the direct learning algorithm that followed, the DPD function is obtained by constructing and then solving the reverse function of the identified PA model. Due to the high accuracy of the proposed modeling process and the direct learning algorithm, the DPD function is accurately derived, which could significantly compensate for the nonlinear distortions. Simulations and experiments are performed on wideband long-term evolution (LTE) signals to evaluate the effectiveness of the proposed DPD method. It is demonstrated that a 22-dB adjacent channel leakage ratio improvement is achieved for a 100-MHz LTE-advanced signal, which even outperforms the conventional GMP-based DPD method by about 3 dB.
机译:数字预失真(DPD)是最有效的技术之一,可以补偿由功率放大器(PA)的非线性和存储效应引起的失真。本文针对宽带发射机应用提出了一种直接解决PA模型逆函数的新DPD解决方案。选择通用记忆多项式(GMP)模型的主要组成部分,以通过模型识别有效地表征PA的非线性和记忆效应。在随后的直接学习算法中,通过构造然后求解所识别的PA模型的逆函数来获得DPD函数。由于所提出的建模过程和直接学习算法具有很高的准确性,因此可以精确地导出DPD函数,从而可以显着补偿非线性失真。在宽带长期演进(LTE)信号上进行了仿真和实验,以评估所提出的DPD方法的有效性。事实证明,对于100 MHz LTE先进信号,相邻信道泄漏比提高了22 dB,甚至比传统的基于GMP的DPD方法高出约3 dB。

著录项

  • 来源
    《Circuits, systems, and signal processing》 |2016年第8期|2704-2722|共19页
  • 作者单位

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, 2006 Xiyuan Ave, Chengdu 611731, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, 2006 Xiyuan Ave, Chengdu 611731, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, 2006 Xiyuan Ave, Chengdu 611731, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, 2006 Xiyuan Ave, Chengdu 611731, Peoples R China;

    Univ Elect Sci & Technol China, Natl Key Lab Sci & Technol Commun, 2006 Xiyuan Ave, Chengdu 611731, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    General memory polynomial; Digital predistortion; Direct learning algorithm; Reverse model function; Power amplifier;

    机译:通用存储多项式;数字预失真;直接学习算法;逆模型函数;功率放大器;

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