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Star-Tracker Algorithm for Smartphones and Commercial Micro-Drones

机译:智能手机和商用微无人机的星形跟踪器算法

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摘要

This paper presents a star-tracking algorithm to determine the accurate global orientation of autonomous platforms such as nano satellites, s, and micro-drones using commercial-off-the-shelf ( ) mobile devices such as smartphones. Such star-tracking is especially challenging because it is based on existing cameras which capture a partial view of the sky and should work continuously and autonomously. The novelty of the proposed framework lies both in the computational efficiency and the ability of the star-tracker algorithm to cope with noisy measurements and outliers using affordable mobile platforms. The presented algorithm was implemented and tested on several popular platforms including: Android mobile devices, commercial-micro drones, and Raspberry Pi. The expected accuracy of the reported orientation is [0.1°,0.5°].
机译:本文提出了一种星型跟踪算法,可使用智能手机等现成的移动设备确定自主平台(如纳米卫星,s和微型无人机)的准确全球定位。这种恒星跟踪特别具有挑战性,因为它基于现有的摄像机,该摄像机可捕获部分天空视图,并且应连续且自主地工作。所提出的框架的新颖性不仅在于计算效率,还在于星跟踪器算法使用负担得起的移动平台应对噪声测量和离群值的能力。提出的算法已在包括Android移动设备,商用微型无人机和Raspberry Pi在内的几种流行平台上实施和测试。报告的方向的预期精度为[0.1°,0.5°]。

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