宽带数字微波辐射计基于音调的闪烁噪声抑制技术

IF 4.4
Omkar Pradhan;Ahmed Soliman;Alan B. Tanner;Akim Babenko;Pekka Kangaslahti;Shannon T. Brown
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引用次数: 0

摘要

具有低噪声放大器(LNA)前端的高频微波辐射计通常遭受增益不稳定或所谓的“闪烁”噪声。该噪声具有$1/f$能谱,因此通常也被称为$1/f$噪声。这种噪声对被动仪器的影响是降低其灵敏度,并引入后处理校准误差,如“条纹”。在这封信中,我们提出了一种使用单频音调注入和高频谱分辨率数字信号检测相结合的$1/f$噪声缓解技术。该技术可用于具有足够信息冗余的辐射计,以便检测到的信号频谱的有限部分可以专门用于降噪。实现该技术的一个关键要求是基于专用集成电路(ASIC)或现场可编程门阵列(FPGA)的射频能量频谱分解。这封信中介绍了实现这种技术所需的概念验证硬件设置和信号处理步骤。本文给出的测量结果表明,使用该技术可降低高达87~ %的1/f噪声能量,并且适用于机载和地面仪器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Tone-Based Flicker Noise Mitigation Technique for Broadband Digital Microwave Radiometers
High-frequency microwave radiometers with low-noise amplifier (LNA) front-ends commonly suffer from gain instability, or so-called “flicker” noise. This noise has a $1/f$ energy spectrum and hence is also commonly referred to as $1/f$ noise. The effect of this noise on a passive instrument is to degrade its sensitivity and introduce postprocessing calibration errors such as “striping.” In this letter, we present a $1/f$ noise mitigation technique using a combination of single-frequency tone injection and high spectral resolution digital signal detection. This technique can be used in radiometers with sufficient information redundancy so that a limited portion of the detected signal spectrum can be dedicated to noise mitigation. A key requirement of implementing this technique is application specific integrated circuit (ASIC) or field programmable gate array (FPGA)-based spectral decomposition of the radio-frequency energy. A proof-of-concept hardware setup and signal processing steps required to implement such a technique are presented in this letter. Measurements presented here show a reduction up to $87~\%$ in $1/f$ noise energy using this technique and are applicable to airborne and ground-based instruments.
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