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Automatic Whistler Detector and Analyzer system: Implementation of the analyzer algorithm

机译:惠斯勒自动检测仪和分析仪系统:分析仪算法的实现

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The full potential of whistlers for monitoring plasmaspheric electron density variations has not yet been realized. The primary reason is the vast human effort required for the analysis of whistler traces. Recently, the first part of a complete whistler analysis procedure was successfully automated, i.e,, the automatic detection of whistler traces from the raw broadband VLF signal was achieved. This study describes a new algorithm developed to determine plasmaspheric electron density measurements from whistler traces, based on a Virtual (Whistler) Trace Transformation, using a 2-D fast Fourier transform transformation. This algorithm can be automated and can thus form the final step to complete an Automatic Whistler Detector and Analyzer (AWDA) system. In this second AWDA paper, the practical implementation of the Automatic Whistler Analyzer (AWA) algorithm is discussed and a feasible solution is presented. The practical implementation of the algorithm is able to track the variations of plasmasphere in quasi real time on a PC cluster with 100 CPU cores. The electron densities obtained by the AWA method can be used in investigations such as plasmasphere dynamics, ionosphere-plasmasphere coupling, or in space weather models.
机译:吹哨器用于监视等离子层电子密度变化的全部潜力尚未实现。主要原因是分析啸叫痕迹需要大量的人力。最近,成功地完成了完整的吹口哨分析程序的第一部分,即实现了从原始宽带VLF信号中自动检测吹口哨痕迹。这项研究描述了一种新算法,该算法可基于虚(惠斯勒)迹线变换(使用二维快速傅里叶变换)从啸叫迹线确定等离子层电子密度测量值。该算法可以是自动化的,因此可以构成完成自动惠斯勒检测器和分析器(AWDA)系统的最后一步。在第二篇AWDA论文中,讨论了自动吹哨分析仪(AWA)算法的实际实现,并提出了可行的解决方案。该算法的实际实现能够在具有100个CPU内核的PC群集上实时跟踪等离子体层的变化。通过AWA方法获得的电子密度可用于研究,例如等离子层动力学,电离层-等离子层耦合或空间天气模型。

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