基于一维多项式与有限脉冲响应滤波器乘积和的功率放大器行为模型

Carolina Luiza Rizental Machado, E. G. de Lima
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引用次数: 0

摘要

功率放大器(PA)行为建模是电信系统改进的一项关键技术,因为它构成了线性化电路的核心,允许放大器在向负载提供线性输出信号的同时发展高效率。多项式滤波器可以用来表示放大器的非线性和由电路的无源元件引起的记忆效应。这项工作提出了一个不同的结构的PA多项式行为模型,使用有限脉冲响应(FIR)滤波器和一维多项式。记忆多项式(MP)和包络记忆多项式(EMP)模型不仅可以作为模型的基础,还可以作为性能验证的参考点。所有模型都应用于由WCDMA包络信号驱动的AB类GaN - PA。结果表明,与MP和EMP模型的精度相比,该模型的性能得到了提高。与第一个模型相比,该模型的归一化均方误差(NMSE)提高了4.1 dB,第二个模型的归一化均方误差(NMSE)提高了5.9 dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A behaviour model for power amplifiers based on sum of products between one-dimensional polynomials and finite impulse response filters
Power amplifier (PA) behaviour modelling is a crucial technique for the improvement of telecommunication systems because it constitutes the core of a linearisation circuit that allows for the amplifier to develop high efficiencies at the same time that it delivers a linear output signal to the load. Polynomial filters can be used in order to represent both the non-linearities of the PA and the memory effects caused by passive elements of the circuit. This work proposes a different structure for a PA polynomial behaviour model, using finite impulse response (FIR) filters and one-dimensional polynomials. The memory polynomial (MP) and the envelope memory polynomial (EMP) models were used not only as a foundation for the proposed model but also as references points for performance validation. All models were applied to a class AB GaN PA driven by a WCDMA envelope signal. Results shown an enhancement on performance for the proposed model when its accuracy was compared with the one obtained by the MP and EMP models. In contrast with the first one, the proposed model had an improvement of 4.1 dB in its normalized mean square error (NMSE), with the second one, the improvement was of 5.9 dB.
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