最新一代基于神经形态事件的空间成像相机的天体测量校准和源特性

IF 2.7 1区 物理与天体物理 Q2 ASTRONOMY & ASTROPHYSICS
Nicholas Owen Ralph, Alexandre Marcireau, Saeed Afshar, Nicholas Tothill, André van Schaik, Gregory Cohen
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引用次数: 3

摘要

作为一种新兴的空间态势感知和空间成像方法,基于事件的相机在空间成像中用于精确源分析的实际应用仍处于起步阶段。需要进一步探索基于事件的空间成像和数据收集的性质,以开发更有效的基于事件的太空成像系统,并通过改进目标测量模型来提高基于事件的跟踪系统的能力。此外,为了使事件测量有意义,必须研究EBC校准的框架,以将事件从图像平面中的像素阵列坐标投影到目标驻留空间对象的参考系中的坐标。本文重新考虑了传统天文学的传统技术,以正确利用EBC进行空间成像和空间态势感知。本文介绍了用于校准EBC的技术和系统,以实现可靠和准确的测量采集。这些技术对于构建能够执行真实世界空间态势感知任务的基于事件的空间成像系统至关重要。通过校准使用EBC检测到的光源,检测到的源或“事件源”的时空特性可以与底层天体物理对象的光度特性相关联。最后,分析了这些特征,为适当利用EBC能力的原则性处理和观测技术奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Astrometric calibration and source characterisation of the latest generation neuromorphic event-based cameras for space imaging

As an emerging approach to space situational awareness and space imaging, the practical use of an event-based camera (EBC) in space imaging for precise source analysis is still in its infancy. The nature of event-based space imaging and data collection needs to be further explored to develop more effective event-based space imaging systems and advance the capabilities of event-based tracking systems with improved target measurement models. Moreover, for event measurements to be meaningful, a framework must be investigated for EBC calibration to project events from pixel array coordinates in the image plane to coordinates in a target resident space object’s reference frame. In this paper, the traditional techniques of conventional astronomy are reconsidered to properly utilise the EBC for space imaging and space situational awareness. This paper presents the techniques and systems used for calibrating an EBC for reliable and accurate measurement acquisition. These techniques are vital in building event-based space imaging systems capable of real-world space situational awareness tasks. By calibrating sources detected using the EBC, the spatiotemporal characteristics of detected sources or “event sources” can be related to the photometric characteristics of the underlying astrophysical objects. Finally, these characteristics are analysed to establish a foundation for principled processing and observing techniques which appropriately exploit the capabilities of the EBC.

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来源期刊
Astrodynamics
Astrodynamics Engineering-Aerospace Engineering
CiteScore
6.90
自引率
34.40%
发文量
32
期刊介绍: Astrodynamics is a peer-reviewed international journal that is co-published by Tsinghua University Press and Springer. The high-quality peer-reviewed articles of original research, comprehensive review, mission accomplishments, and technical comments in all fields of astrodynamics will be given priorities for publication. In addition, related research in astronomy and astrophysics that takes advantages of the analytical and computational methods of astrodynamics is also welcome. Astrodynamics would like to invite all of the astrodynamics specialists to submit their research articles to this new journal. Currently, the scope of the journal includes, but is not limited to:Fundamental orbital dynamicsSpacecraft trajectory optimization and space mission designOrbit determination and prediction, autonomous orbital navigationSpacecraft attitude determination, control, and dynamicsGuidance and control of spacecraft and space robotsSpacecraft constellation design and formation flyingModelling, analysis, and optimization of innovative space systemsNovel concepts for space engineering and interdisciplinary applicationsThe effort of the Editorial Board will be ensuring the journal to publish novel researches that advance the field, and will provide authors with a productive, fair, and timely review experience. It is our sincere hope that all researchers in the field of astrodynamics will eagerly access this journal, Astrodynamics, as either authors or readers, making it an illustrious journal that will shape our future space explorations and discoveries.
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