基于SC-FDE系统的数字预失真关键技术研究与实现
Research of Key Technology of Digital Predistortion Based on SC-FDE System
本文主要研究在单载波频域均衡系统(SC-FDE)中实现数字预失真技术(DPD)以降低功率放大器(PA)非线性特性对信号造成的非线性失真的问题。为了深入研究数字预失真技术,需要了解功率放大器非线性特,并进行分析。然后对常用的多项式预失真方案以及查找表预失真方案进行仿真分析。根据本文的使用场景和仿真分析结果,以及整个预失真算法在FPGA实现时的方案复杂性考虑,本文提出了改进的查找表加自适应滤波器的预失真算法。该方案兼顾了查找表结构简单易于实现以及多项式模型方案的高精度和快速跟踪功放动态变化的两个优点,在降低实现难度的同时提升预失真算法性能。通过实验室条件下的功率放大器数字预失真算法的实现和仿真实验表明,所实现的系统性能有明显提升,达到了设计要求。
his paper focuses on the implementation of digital predistortion (DPD) in single-carrier frequency domain equalization (SC-FDE) to reduce the nonlinear distortion of the signal caused by the nonlinear characteristics of the power amplifier (PA). In order to study the digital predistortion technology in depth, it is necessary to understand and analyze the nonlinearity of the power amplifier. Then, the common polynomial predistortion scheme and the lookup table predistortion scheme are simulated and analyzed.According to the usage scenarios and simulation analysis results of this paper, and the complexity of the whole pre-distortion algorithm in FPGA implementation, this paper proposes an improved look-up table plus adaptive filter pre-distortion algorithm.The scheme takes into account the simple and easy to implement look-up table structure and the high precision of the polynomial model scheme and the fast tracking of the dynamic changes of the power amplifier, which improves the performance of the pre-distortion algorithm while reducing the implementation difficulty. The realization and simulation experiments of the digital predistortion algorithm of the power amplifier under laboratory conditions show that the system performance achieved is obviously improved and the design requirements are met.
田澍春、林家儒
通信无线通信
功率放大器数字预失真记忆效应单载波频域均衡FPGA
power amplifiers(PA)digital pre-distortion(DPD)memory effectssingle carried frequency-domain equalizationFPGA
田澍春,林家儒.基于SC-FDE系统的数字预失真关键技术研究与实现[EB/OL].(2019-01-04)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201901-35.点此复制
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