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A least-squares/Newton method for digital predistortion of wideband signals

机译:宽带信号数字预失真的最小二乘/牛顿法

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摘要

Power amplifiers (PAs) are essential in communication systems, but are inherently nonlinear. To achieve linearity with good efficiency, PA linearization is necessary. Digital baseband predistortion is a highly cost-effective way to linearize PAs, but most existing architectures assume that the PA has a memoryless nonlinearity. For wider bandwidth applications, such as wideband code-division multiple access, PA memory effects can no longer be ignored. Therefore, in order to achieve good linearization performance, the predistorter needs to also have memory structure. In this paper, we propose a new model for the wideband predistorter and a least-squares(LS)/Newton algorithm to estimate the model parameters. Performance of the LS/Newton algorithm is studied through computer simulations. Good linearization performance is achieved by using the new model in an experimental testbed.
机译:功率放大器(PA)在通信系统中必不可少,但本质上是非线性的。为了高效地实现线性度,PA线性化是必要的。数字基带预失真是使PA线性化的极具成本效益的方法,但是大多数现有架构都假定PA具有无记忆的非线性。对于更宽的带宽应用,例如宽带码分多址,PA存储器的影响将不再被忽略。因此,为了获得良好的线性化性能,预失真器还需要具有存储器结构。在本文中,我们为宽带预失真器和最小二乘(LS)/牛顿算法提出了一个新模型,以估计模型参数。通过计算机仿真研究了LS / Newton算法的性能。通过在实验测试台上使用新模型,可以实现良好的线性化性能。

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