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Optimal precoder design for MIMO-OFDM: Understanding the role of power amplifiers and nonlinear distortion noise

机译:MIMO-OFDM的最佳预编码器设计:了解功率放大器和非线性失真噪声的作用

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This paper investigates the optimal design of multiple-input-multiple-output (MIMO) precoders for orthogonal frequency-division multiplexing (OFDM) systems in the presence of nonlinear distortions due to the high power amplifier (HPA). In traditional approaches, the designer lets the input backoff (IBO) of the HPA be large enough to neglect the unavoidable nonlinear effects of the amplifier. However, this hypothesis may severely hinder the efficiency of the HPA and, consequently, the global energy efficiency of the link. On the other hand, making full use of the available power gives rise to unbearable nonlinear effects with consequent strong rate degradations. In this work, we take advantage of the Bussgang theorem to unveil the impact of the nonlinear distortion noise on the optimal precoding and to derive a power allocation algorithm that achieves the optimal tradeoff between HPA efficiency and rate degradation. We also provide a sufficient condition for the concavity of the information rate objective function in this nonlinear scenario. Finally, numerical results shows that the proposed algorithm outperforms conventional fixed-IBO precoding strategies.
机译:本文研究了由于高功率放大器(HPA)引起的非线性失真而在正交频分复用(OFDM)系统中使用的多输入多输出(MIMO)预编码器的最佳设计。在传统方法中,设计人员让HPA的输入补偿(IBO)足够大,可以忽略放大器不可避免的非线性效应。但是,这种假设可能会严重阻碍HPA的效率,从而严重影响链路的整体能源效率。另一方面,充分利用可用功率会产生难以忍受的非线性效应,从而导致速率急剧下降。在这项工作中,我们利用Bussgang定理揭示了非线性失真噪声对最优预编码的影响,并推导了一种功率分配算法,该算法实现了HPA效率与速率下降之间的最优权衡。我们还为这种非线性情况下信息速率目标函数的凹度提供了充分条件。最后,数值结果表明,该算法优于传统的固定式IBO预编码策略。

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