用于AERA宇宙射线射电探测器RFI抑制的可变放大输入零延迟最小均方自适应滤波器

Z. Szadkowski
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引用次数: 0

摘要

大面积空气阵雨(EAS)主要在地磁和电荷过剩过程中产生射电辐射。俄歇工程无线电阵列(AERA)主要研究30 - 80 MHz频率范围内产生的相干无线电发射。然而,这个范围受到人为和窄带射频干扰(RFI)的污染。目前,AERA使用非自适应IIR滤波器调谐到四个最强的窄带载波。RFI抑制的效率是非常好的,但只有众所周知的来源。在不久的将来,一个200兆瓦的太阳能农场和250千伏的电力线计划在皮埃尔·奥格天文台的南部建成。非自适应滤波器可能无法抑制来自大功率低压到高压转换器的更复杂的RFI频谱。一个非常有效的自适应滤波器的发展似乎是一个关键问题。最近开发的零延迟最小二乘滤波器(ZDLMS)是一个很有前途的解决方案。它可以提取完全隐藏在背景中的真实宇宙射线信号。然而,对于非常强的污染,它的效率非常高。对于较低的RFI水平,其效率下降。为了最大限度地利用ZDLMS的效率,本文对ZDLMS滤波器进行了优化,引入了动态信号放大。额外的FPGA段控制检测信号的范围,并调整14位滤波器,只留下三个msb,以保证潜在宇宙射线事件的安全边际
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Variable Amplification Input Zero Delay Least Mean Squares Adaptive Filter for RFI Suppression in AERA Radio Detectors of Cosmic Rays
Extensive Air Showers (EAS) generate radio emission mainly in geomagnetic and charge excess processes. The Auger Engineering Radio Array (AERA) focuses on the coherent radio emission, generated in the frequency range of 30 - 80 MHz. However, this range is contaminated by human-made and narrow-band radio frequency interferences (RFI). At present, AERA uses a non-adaptive IIR filter tuned to the four strongest narrow-band carriers. The efficiency of the RFI suppression is very good, but for only well-known sources. In the near future, a 200 MW solar farm with a 250 kV power line is planned to be built in the Southern part of the Pierre Auger Observatory. The non-adaptive filter will probably not suppress the much more sophisticated RFI spectrum coming from high-power low-to-high voltage converters. The development of a very efficient adaptive filter seems to be a crucial issue.The Zero Delay Least Square Filter (ZDLMS) developed recently is a very promising solution. It allows extracting real cosmic ray signals totally hidden in the background. However, its efficiency is extremely high for very strong contaminations. For lower RFI levels its efficiency drops down. The paper presents an optimization of the ZDLMS filter introducing a dynamical signal amplification for using in a maximal way the efficiency of the ZDLMS. The additional FPGA segment controls the range of the detected signals and adjusts the 14-bit filter to leave only three MSBs for a safety margin of the potential cosmic rays events
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