Development of a very faint meteor detection system based on an EMCCD sensor and matched filter processing

IF 2.7 3区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS
P. Gural, T. Mills, M. Mazur, P. Brown
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引用次数: 0

Abstract

The mass ranges of meteors, imaged by electro-optical (EO) cameras and backscatter radar receivers, for the most part do not overlap. Typical EO systems detect meteoroid masses down to 10− 5 kg or roughly magnitude + 2 meteors when using moderate field of view optics, un-intensified optical components, and meteor entry velocities around 45 km/sec. This is near the high end of the mass range of typical meteor radar observations. Having the same mass meteor measured by different sensor wavelength bands would be a benefit in terms of calibrating mass estimations for both EO and radar. To that end, the University of Western Ontario (UWO) has acquired and deployed a very low light imaging system based on an electron-multiplying CCD camera technology. This embeds a very low noise, per pixel intensifier chip in a cooled camera setup with various options for frame rate, region of interest and binning. The EO system of optics and sensor was optimally configured to collect 32 frames per second in a square field of view 14.7 degrees on a side, achieving a single-frame stellar limiting magnitude of mG = + 10.5. The system typically observes meteors of + 6.5. Given this hardware configuration, we successfully met the challenges associated with the development of robust image processing algorithms, resulting in a new end-to-end processing pipeline now in operation since 2017. A key development in this pipeline has been the first true application of matched filter processing to process the faintest meteors possible in the EMCCD system while also yielding high quality automated metric measurements of meteor focal plane positions. With pairs of EMCCD systems deployed at two sites, triangulation and high accuracy orbits are one of the many products being generated by this system. These measurements will be coupled to observations from the Canadian Meteor Orbit Radar (CMOR) used for meteor plasma characterization and the Canadian Automated Meteor Observatory (CAMO) high resolution mirror tracking system.

Abstract Image

基于EMCCD传感器和匹配滤波处理的极微弱流星探测系统的研制
由光电(EO)相机和后向散射雷达接收器拍摄的流星的质量范围,在很大程度上是不重叠的。典型的EO系统在使用中等视场光学,非增强光学元件,流星进入速度约为45公里/秒时,检测到的流星体质量低至10 - 5公斤或大约+ 2等流星。这接近典型流星雷达观测质量范围的高端。用不同的传感器波长波段测量同一颗大质量流星,将有利于校准观测卫星和雷达的质量估计。为此,西安大略大学(UWO)已经获得并部署了一个基于电子倍增CCD相机技术的极弱光成像系统。这嵌入了一个非常低的噪声,每像素增强芯片在冷却相机设置与各种选项的帧速率,感兴趣的区域和分帧。光学和传感器的EO系统被优化配置为在一侧14.7度的方形视场内每秒采集32帧,实现单帧恒星极限星等mG = + 10.5。该系统通常观测到+ 6.5度的流星。鉴于这种硬件配置,我们成功地应对了与鲁棒图像处理算法开发相关的挑战,从而形成了自2017年以来开始运行的新的端到端处理管道。该管道的一个关键发展是首次真正应用匹配滤波处理来处理EMCCD系统中最微弱的流星,同时也产生高质量的流星焦平面位置自动度量。在两个地点部署成对的EMCCD系统,三角测量和高精度轨道是该系统产生的众多产品之一。这些测量将与用于流星等离子体表征的加拿大流星轨道雷达(cor)和加拿大自动流星天文台(CAMO)高分辨率镜像跟踪系统的观测结果相结合。
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来源期刊
Experimental Astronomy
Experimental Astronomy 地学天文-天文与天体物理
CiteScore
5.30
自引率
3.30%
发文量
57
审稿时长
6-12 weeks
期刊介绍: Many new instruments for observing astronomical objects at a variety of wavelengths have been and are continually being developed. Furthermore, a vast amount of effort is being put into the development of new techniques for data analysis in order to cope with great streams of data collected by these instruments. Experimental Astronomy acts as a medium for the publication of papers of contemporary scientific interest on astrophysical instrumentation and methods necessary for the conduct of astronomy at all wavelength fields. Experimental Astronomy publishes full-length articles, research letters and reviews on developments in detection techniques, instruments, and data analysis and image processing techniques. Occasional special issues are published, giving an in-depth presentation of the instrumentation and/or analysis connected with specific projects, such as satellite experiments or ground-based telescopes, or of specialized techniques.
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