Iterative blind estimation of nonlinear channels

J. Dohl, G. Fettweis
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引用次数: 9

Abstract

Nonlinear distortions in analog frontends are becoming a growing problem which is not limited to power amplifiers. Modern modulation methods such as OFDM and next generation standards have high linearity requirements on all components in the signal path. A radio system that can tolerate a certain degree of nonlinear distortion without substantial loss of performance could enable high cost savings in development and production. In this paper we present a novel iterative blind estimator for nonlinear distortions. It complements existing mitigation algorithms by providing them with accurate estimates of the nonlinearity characteristic. It is shown that there is a negligible performance gap between perfect and estimated knowledge. The method is designed to be computationally inexpensive and can be readily implemented on today's digital signal processing systems.
非线性信道的迭代盲估计
模拟前端的非线性失真已成为一个日益突出的问题,它不仅局限于功率放大器。现代调制方法如OFDM和下一代标准对信号通路中的所有元件都有很高的线性要求。如果无线电系统能够承受一定程度的非线性失真,而不会造成实质性的性能损失,则可以在开发和生产中节省大量成本。本文提出了一种新的非线性失真的迭代盲估计方法。它通过提供对非线性特性的准确估计来补充现有的缓解算法。结果表明,完美知识和估计知识之间的性能差距可以忽略不计。该方法被设计为计算成本低廉,并且可以很容易地在当今的数字信号处理系统中实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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