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使用CMOS摄像头检测潜在宇宙射线的实践:硬件和算法

Tomasz Hachaj¹, Marcin Piekarczyk¹

¹Faculty of Electrical Engineering, Automatics, Computer Science and Biomedical Engineering, AGH University of Krakow, Al. Mickiewicza 30, 30-059 Krakow, Poland.

Sensors (Basel, Switzerland)

|July 11, 2023

概括

本研究介绍了一种新的实时算法,用于使用CMOS摄像头检测宇宙射线轨迹. 开发的硬件和软件克服了当前方法的局限性,为宇宙射线检测研究提供了可访问的数据和代码.

科学领域:

物理物理学物理
天体物理学天体物理学
仪器化仪器化仪器化

背景情况:

探测宇宙射线对于理解高能粒子物理学至关重要.
使用CMOS摄像头检测宇宙射线的现有方法面临硬件和软件限制.
需要有效的实时算法和可访问的硬件解决方案.

研究的目的:

探索使用现成的CMOS摄像头探测宇宙射线的可行性.
识别和解决当前硬件和软件方法的局限性.
开发和验证用于宇宙射线轨迹检测的新型实时算法.

主要方法:

为长期算法测试开发定制硬件解决方案.
提出,实施和测试一种新的实时图像处理算法.
拟议算法的性能与已发表的结果进行比较.

主要成果:

展示了一种用于实时处理CMOS相机的新算法.
在检测潜在粒子轨迹方面取得了可接受的结果.
克服了现有的宇宙射线检测算法的特定限制.
开发了一种用于持续算法评估的硬件解决方案.

结论:

拟议的实时算法为使用CMOS摄像头探测宇宙射线提供了可行的解决方案.
开发的硬件和软件为研究社区提供了宝贵的资源.
这项研究有助于推进可访问的宇宙射线检测方法.

关键词:

这是一个CMOS传感器.探测宇宙射线的探测器图像处理是图像处理的过程.低功率设备的使用情况

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