Digital Predistortion for mm-Wave MIMO Phased Arrays

Varsha Balakumar, R. Ganti
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Abstract

In this work, we consider the application of digital predistortion for MIMO mm-wave RF beamforming-based subarrays. We propose a single-input single-output (SISO) DPD model as a linearization technique to mitigate the nonlinear behaviour exhibited by the power amplifiers in mm-wave phased arrays. This model incorporates mutual coupling between the antenna elements. This particular SISO-based model is obtained by transforming a dual-input-based model that accounts for the load-impedance mismatch between the antenna elements. Our proposed SISO-based DPD model can be considered a possible replacement of complex dual-input-based modelling approaches. We provide simulation results of two different array beamforming configurations: Single user beamforming array system (A 64-element antenna array) and multi-user beamforming array system (4 x 64 elements antenna array).
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毫米波MIMO相控阵的数字预失真
在这项工作中,我们考虑了数字预失真在MIMO毫米波射频波束形成子阵列中的应用。我们提出了一种单输入单输出(SISO) DPD模型作为线性化技术,以减轻毫米波相控阵中功率放大器所表现出的非线性行为。该模型考虑了天线单元之间的相互耦合。这种特殊的基于ssi的模型是通过转换基于双输入的模型得到的,该模型考虑了天线元件之间的负载阻抗不匹配。我们提出的基于ssi的DPD模型可以被认为是复杂的基于双输入的建模方法的可能替代。我们提供了两种不同阵列波束形成配置的仿真结果:单用户波束形成阵列系统(64元天线阵列)和多用户波束形成阵列系统(4 × 64元天线阵列)。
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