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3-D Fourier Series Based Digital Predistortion Technique for Concurrent Dual-Band Envelope Tracking With Reduced Envelope Bandwidth

机译:基于3-D傅里叶级数的数字预失真技术,用于同时减小包络带宽的双频包络跟踪

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摘要

In this paper, the design, implementation, and measurement results of a new digital predistortion (DPD) method for a concurrent dual-band envelope tracking (ET) power amplifier (PA) system is presented. The PA gain is represented using a set of 3-D orthogonal Fourier series basis functions, which accounts for the distortions introduced by the two signal bands, as well as the supply modulation voltage. Here, the new Fourier series basis is shown to substantially outperform the traditional memory polynomial approach in terms of its linearization capability for subsequent data for which it was not trained for (prediction) due to its well-defined numerical rank and stability. The new DPD system was implemented using a 10-W peak gallium–nitride (GaN) ET PA operating with a dual-band input based on long-term evolution and WCDMA signals center frequency (1.89 and 2.2 GHz) spaced by 310 MHz. The linearization results are compared to the 3-D memory polynomial in two steps: extraction and prediction. In the DPD coefficient extraction phase, tested under the same signal, the traditional memory polynomial and the Fouries series reach close results in both normalized mean square error (NMSE) and adjacent channel power ratio (ACPR). In the prediction phase, however, the proposed method provides a significant performance improvement. A performance improvement as high as 17 dB in terms of NMSE and 4.6 dB in terms of ACPR in comparison to the conventional dual-band 3-D memory polynomial method implementing ET. Furthermore, the well-defined numerical rank of the Fourier series approach allows for a substantial reduction in coefficients using principal component analysis without detrimenting performance.
机译:本文介绍了一种用于并发双频带包络跟踪(ET)功率放大器(PA)系统的新数字预失真(DPD)方法的设计,实现和测量结果。使用一组3-D正交傅里叶级数基函数来表示PA增益,该函数考虑了两个信号带引入的失真以及电源调制电压。在这里,新的傅立叶级数基础在其线性化能力方面表现出明显优于传统的存储多项式方法,因为该数据由于其定义明确的数值等级和稳定性而无法对其进行训练(预测)。新的DPD系统是使用10W峰值氮化镓(GaN)ET PA来实现的,该ET PA基于长期演进和以310 MHz间隔的WCDMA信号中心频率(1.89和2.2 GHz)运行双频输入。分两步将线性化结果与3-D记忆多项式进行比较:提取和预测。在相同信号下测试的DPD系数提取阶段,传统的记忆多项式和Fouries级数在归一化均方误差(NMSE)和相邻信道功率比(ACPR)方面均达到接近结果。但是,在预测阶段,所提出的方法可以显着改善性能。与实现ET的常规双频3-D记忆多项式方法相比,就NMSE而言,性能改进高达17 dB,对于ACPR而言,性能改进高达4.6 dB。此外,傅立叶级数方法的明确定义的数值等级允许使用主成分分析来大幅降低系数,而不会损害性能。

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