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Adaptive Digital Predistortion for The Power Amplifiers Based on Look-up Table with Tanh as a Nonlinear Indexing Function

机译:基于带TanH的查找表作为非线性索引函数的基于查找表的自适应数字预失真

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Today's radio frequency power amplifiers represent the most important component in the wireless systems which are characterized by linearity and efficiency. Various techniques for enhancing linearity have been suggested by many research groups. However, digital predistortion (DPD) is spotlighted among these. Adaptive DPD is mainly realized by using look-up table (LUT) or polynomial method. [1] shows the improvement using polynomial method, [2] shows the LUT method of different path using RLS algorithm, and [3] reports the LUT method using Cartesian feedback for linearization. Different from these, [4]-[5] show the nonlinear index scheme using not uniform spacing for LUT. [5] suppresses IM power using a non-uniform spacing for LUT based on the μ-law companding method. Moreover, the computation load is reduced by nonlinear indexing. In this paper, we employ the hyperbolic tangent (tanh) instead of equal spacing for LUT which uses the normalized least-mean square (NLMS) for the system estimation, eventually improving linearity and computation speed.
机译:今天的射频功率放大器代表无线系统中最重要的组件,其具有线性度和效率。许多研究组都提出了用于增强线性度的各种技术。但是,数字预失真(DPD)在其中表示。 Adaptive DPD主要通过使用查找表(LUT)或多项式方法来实现。 [1]示出了使用多项式方法的改进,[2]显示了使用RLS算法的不同路径的LUT方法,[3]报告使用笛卡尔反馈进行线性化的LUT方法。与这些不同,[4] - [5]示出了使用不均匀的间隔的非线性指标方案。 [5]基于μ律的增加方法使用非均匀间隔抑制IM电力。此外,通过非线性索引减少了计算负载。在本文中,我们采用双曲线切线(TanH)而不是相同的间隔,用于使用归一化最小均线(NLMS)来系统估计,最终提高线性度和计算速度。

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