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Efficient FPGA Implementation of a Digital Predistorter for Power Amplifier Linearization

机译:高效FPGA实现功率放大器线性化的数字预失真器

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摘要

This paper presents a fixed point design and implementation of a low-complexity high-throughput digital predistorter (DPD) on FPGA. Based on the memory polynomial model, a parallel structure is proposed for the implementation of the DPD and the effects of the fixed-point implementation on the performance are analyzed employing fidelity metrics such as modulation error ratio and adjacent channel power ratio. According to this analysis, an optimized fixed-point hardware implementation of the proposed DPD with proper word lengths is presented. Besides some simplifications to the proposed structure, a number of effective modifications are proposed for clock enhancement. The improved clock frequency of the proposed implementation makes it a fit choice for application over communication signals with considerable bandwidth. The required hardware and the maximum clock rate corresponding to these modifications are evaluated and reported. The performance of the proposed DPD in linearization of an actual power amplifier (PA) is also experimentally evaluated, through application of an appropriate hardware setup. Experimental results show about 11 dB ACPR improvement in the PA output for a 128-QAM test signal. The moderate hardware resource requirement of the proposed high-throughput DPD is also verified through comparison with some remarkable works in the same area.
机译:本文介绍了FPGA上低复杂性高通量数字预失真器(DPD)的固定点设计和实现。基于存储器多项式模型,提出了一种平行结构,用于实现DPD的实现,并且分析了采用诸如调制误差比和相邻信道功率比的保真度测量来分析了定点实现对性能的影响。根据该分析,提出了具有适当字长的所提出的DPD的优化的定点硬件实现。除了对所提出的结构的一些简化之外,还提出了许多有效的修改,用于时钟增强。所提出的实施的改进的时钟频率使其成为在具有相当大的带宽上应用通信信号的选择。评估并报告对应于这些修改的所需硬件和最大时钟速率。通过应用适当的硬件设置,还通过应用了实际功率放大器(PA)线性化的所提出的DPD的性能。实验结果显示了128-QAM测试信号的PA输出中的11 dB ACPR改进。通过与同一区域的一些显着作品进行比较,还验证了所提出的高吞吐量DPD的中等硬件资源需求。

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