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SONIC — Self-optimizing narrowband interference canceler: Comparison of two frequency tracking strategies

机译:SONIC —自优化窄带干扰消除器:两种频率跟踪策略的比较

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This paper presents a new approach to rejection of complex-valued sinusoidal disturbances acting at the output of a discrete-time linear stable plant with unknown and possibly time-varying dynamics. It is assumed that both the instantaneous frequency of the sinusoidal disturbance and its amplitude may be slowly varying with time and that the output signal is contaminated with wideband measurement noise. The proposed disturbance rejection algorithms are extensions of the algorithm proposed earlier for the constant-known-frequency case. The main purpose of this study is to compare cancellation efficiency under two approaches to frequency tracking: parametric (model-based) and nonparametric (based on decomposition of the signal space). We show that, rather surprisingly, a simple parametric scheme yields results that are of similar quality to those obtained using a high-resolution, computationally much more involved, nonparametric (ESPRIT) scheme.
机译:本文提出了一种新的方法,该方法可以抑制具有未知且可能随时间变化的动态变化的离散时间线性稳定设备的输出上所产生的复数值正弦扰动。假定正弦扰动的瞬时频率及其幅度都可能随时间缓慢变化,并且输出信号会受到宽带测量噪声的污染。所提出的干扰抑制算法是对先前在恒定已知频率情况下提出的算法的扩展。这项研究的主要目的是比较两种频率跟踪方法的抵消效率:参数化(基于模型)和非参数化(基于信号空间的分解)。我们显示出令人惊讶的是,一个简单的参数方案产生的结果与使用高分辨率,计算量更大的非参数(ESPRIT)方案获得的结果具有相似的质量。

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