Complexity Analysis of Wideband Power Amplifiers Linearization in Multi-band Signal Transmission for Massive MIMO systems

Siqi Wang, Wenhui Cao, T. Eriksson
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引用次数: 2

Abstract

Massive multi-input and multi-output (MIMO) systems request wideband power amplifiers (PA) for multi-band signal transmission. In this paper, we present different digital predistortion (DPD) techniques to linearize wideband PA with multi-band stimulus. We firstly propose a general form for pruned multi-band DPD models with low complexity. A study on the implementation complexities of different linearization methods is then analyzed. This paper provides a critical view on the metric of implementation complexity in function of the DPD model complexity and the sampling frequency of the signal processing. We finally propose a sampling frequency threshold to determine the best DPD solution according to the measurement results.
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大规模MIMO系统多波段信号传输中宽带功率放大器线性化的复杂性分析
大规模多输入多输出(MIMO)系统需要宽带功率放大器(PA)来实现多波段信号传输。在本文中,我们提出了不同的数字预失真(DPD)技术,以线性化宽带PA与多波段刺激。首先提出了一种低复杂度的多频带剪枝DPD模型的一般形式。分析了不同线性化方法的实现复杂性。本文从DPD模型复杂度与信号处理采样频率的函数关系出发,对实现复杂度的度量进行了批判性的探讨。最后,我们根据测量结果提出了一个采样频率阈值来确定最佳DPD解决方案。
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