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A novel predistorter based on MPSO for power amplifier linearization

机译:一种基于MPSO的新型预失真器,用于功率放大器线性化

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Power amplifier is an essential component in every wireless communication system, but exhibits nonlinearity. A high power amplifier gets saturated, when the amplitude or power of the input signal is very large. Nonlinearity in power amplifier is due to the combined effect of amplitude distortion, phase distortion and memory effect. By using power amplifier linearization method, efficiency of the power amplifier can be improved without affecting its linearity. In this work an efficient predistorter is implemented for compensating distortions caused by high power amplifiers which shows true output saturation characteristics. Wiener model is used for modeling the power amplifier. The wiener power amplifier model parameter is estimated using particle swarm optimization (PSO) and Modified PSO (MPSO). Then the predistorter is designed using the estimated Wiener HPA model parameters. The predistorter is implemented by using Hammerstein model. The combined performance of predistorter and power amplifier was evaluated.
机译:功率放大器是每个无线通信系统中的重要组成部分,但展示非线性。当输入信号的幅度或功率非常大时,高功率放大器得到饱和。功率放大器中的非线性是由于幅度失真,相位失真和记忆效应的综合影响。通过使用功率放大器线性化方法,可以提高功率放大器的效率而不会影响其线性度。在这项工作中,实现了高效的预失真器,用于补偿由高功率放大器引起的失真,其显示出真正的输出饱和特性。维纳模型用于对功率放大器进行建模。使用粒子群优化(PSO)和修改的PSO(MPSO)估计Wiener功率放大器模型参数。然后使用估计的维纳HPA模型参数设计了预失真器。预失真器是通过使用Hammerstein模型来实现的。评估了预失真器和功率放大器的组合性能。

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