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A Polynomial Digital Pre-Distortion Technique Based on Iterative Architecture

机译:基于迭代架构的多项式数字预失真技术

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A digital predistortion (DPD) technique based on an iterative adaptation structure is proposed for linearizing power amplifiers (PAs). To obtain proper DPD parameters, a feedback path that converts the PA’s output to a baseband signal is required, and memory is also needed to store the baseband feedback signals. DPD parameters are usually found by an adaptive algorithm by using the transmitted signals and the corresponding feedback signals. However, for the adaptive algorithm to converge to a reliable solution, long feedback samples are required, which increases hardware complexity and cost. Considering that the convergence time of the adaptive algorithm highly depends on the initial condition, we propose a DPD technique that requires relatively shorter feedback samples. Specifically, the proposed DPD iteratively utilizes the short feedback samples in memory while keeping and using the DPD parameters found at the former iteration as the initial condition at the next iteration. Computer simulation shows that the proposed technique performs better than the conventional technique, as the former requires much shorter feedback memory than the latter.
机译:提出了一种基于迭代自适应结构的数字预失真(DPD)技术,用于线性化功率放大器(PA)。为了获得适当的DPD参数,需要一条将PA的输出转换为基带信号的反馈路径,并且还需要存储器来存储基带反馈信号。通常通过使用发射信号和相应的反馈信号的自适应算法找到DPD参数。然而,为了使自适应算法收敛到可靠的解决方案,需要长的反馈样本,这增加了硬件复杂性和成本。考虑到自适应算法的收敛时间高度依赖于初始条件,我们提出了一种DPD技术,该技术需要相对较短的反馈样本。具体而言,提出的DPD迭代利用内存中的短反馈样本,同时保留并使用在前一次迭代中发现的DPD参数作为下一次迭代的初始条件。计算机仿真表明,所提出的技术比常规技术具有更好的性能,因为前者需要比后者短得多的反馈存储器。

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