用于电力线通信系统噪声抑制的盲自适应模拟非线性滤波器

A. V. Nikitin, Dale Scutti, B. Natarajan, R. Davidchack
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引用次数: 6

摘要

研究表明,电力线通信(PLC)系统的性能会受到非高斯干扰,特别是来自各种来源的脉冲干扰的严重限制。该干扰的非高斯性质为非线性滤波提供了有效抑制的机会。在本文中,我们介绍盲自适应模拟非线性滤波器,称为自适应非线性差分限制器(ANDLs),其特点是与现有的数字解决方案有几个方法上的区别。当andl被整合到通信接收器中时,这些方法上的差异可以转化为显著的实用优势,在非高斯干扰的情况下提高接收器的性能。通过在线性模拟滤波器的响应中引入适当选择的基于反馈的非线性,得到非线性差分限幅器(NDL),非线性程度由单个参数控制。andl同样由单参数控制,适用于在时变噪声条件下提高非平稳信号的质量。andl被设计成与现有的线性设备和系统完全兼容(即,andl的行为在没有脉冲干扰的情况下是线性的),并被用作最先进的干扰缓解方法的增强或简单的低成本替代方案。我们介绍了ndl,并说明了它们在PLC系统中用于降噪的潜在用途。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blind adaptive analog nonlinear filters for noise mitigation in powerline communication systems
It has been shown that the performance of power line communication (PLC) systems can be severely limited by non-Gaussian and, in particular, impulsive interference from a variety of sources. The non-Gaussian nature of this interference provides an opportunity for its effective mitigation by nonlinear filtering. In this paper, we introduce blind adaptive analog nonlinear filters, referred to as Adaptive Nonlinear Differential Limiters (ANDLs), that are characterized by several methodological distinctions from the existing digital solutions. When ANDLs are incorporated into a communications receiver, these methodological differences can translate into significant practical advantages, improving the receiver performance in the presence of non-Gaussian interference. A Nonlinear Differential Limiter (NDL) is obtained from a linear analog filter by introducing an appropriately chosen feedback-based nonlinearity into the response of the filter, and the degree of nonlinearity is controlled by a single parameter. ANDLs are similarly controlled by a single parameter, and are suitable for improving quality of non-stationary signals under time-varying noise conditions. ANDLs are designed to be fully compatible with existing linear devices and systems (i.e., ANDLs' behavior is linear in the absence of impulsive interference), and to be used as an enhancement, or as a simple low-cost alternative, to the state-of-art interference mitigation methods. We provide an introduction to the NDLs and illustrate their potential use for noise mitigation in PLC systems.
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