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Mitigation of pulse-width-modulation distortion using a digital predistorter based on memory polynomials

机译:使用基于存储器多项式的数字预失真器减轻脉宽调制失真

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摘要

This paper presents an adaptive digital predistorter (DPD) that significantly reduces the baseband distortion of digital pulse width modulation (PWM), typically used in switching (dass-D) amplifiers. A generalized Hammerstein structure (also known as power filter) composed by static nonlinearities and FIR filters is used to model the baseband behavior of PWM. We show that the contribution of the higher order terms of the nonlinearity are negligible and therefore, for practical applications, only the first three or four odd powers should be retained. The convergence of the DPD is studied and the performance is demonstrated and compared with other approaches. Good results are obtained for typical signals even when using low-order FIR filters in the DPD. Measurement results obtained using a digital signal processor are also presented aiming to validate the proposed approach.
机译:本文提出了一种自适应数字预失真器(DPD),它可以显着降低通常在开关(dass-D)放大器中使用的数字脉冲宽度调制(PWM)的基带失真。由静态非线性和FIR滤波器组成的广义Hammerstein结构(也称为功率滤波器)用于对PWM的基带行为进行建模。我们表明,非线性的高阶项的贡献可忽略不计,因此,对于实际应用,应仅保留前三个或四个奇数幂。研究了DPD的收敛性,并演示了性能并与其他方法进行了比较。即使在DPD中使用低阶FIR滤波器,对于典型信号也可以获得良好的结果。还提出了使用数字信号处理器获得的测量结果,旨在验证所提出的方法。

著录项

  • 来源
    《Signal processing》 |2016年第3期|562-571|共10页
  • 作者单位

    Inst. de Investigaciones en Electrica - Alfredo Desages (UNS-CONICET), Dto. de Electrica y de Computations, Universidad Nacional del Sur, Av. Alem 1253 (8000), Bahia Blanca, Argentina;

    Inst. de Investigaciones en Electrica - Alfredo Desages (UNS-CONICET), Dto. de Electrica y de Computations, Universidad Nacional del Sur, Av. Alem 1253 (8000), Bahia Blanca, Argentina;

    Inst. de Investigaciones en Electrica - Alfredo Desages (UNS-CONICET), Dto. de Electrica y de Computations, Universidad Nacional del Sur, Av. Alem 1253 (8000), Bahia Blanca, Argentina,Comision de Investigacions Cientificas (CIC), Buenos Aires, Argentina;

    Department of Signal Processing and Acoustics, Aalto University, School of Electrical Engineering, P.O. Box 13000, 00076 Aalto, Finland;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Pulse width modulation; Baseband; Digital predistorter; Indirect learning;

    机译:脉冲宽度调制;基带数字预失真器;间接学习;

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