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Analysis of Mission Planning Problem for Video Satellite Imaging with Variable Imaging Duration

机译:可变成像持续时间的视频卫星成像任务规划问题分析

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The video satellite with the ability of active imaging is a new generation of earth observation satellite (EOS). The duration of each task varies. It can acquire the imaging picture of earth targets continuously during a time span, which is more capable for important target monitoring. However, the new capability brings new challenges to satellite imaging mission scheduling and makes the problem more complicated. In this paper, we study the video satellite mission planning problem and propose a dedicated method to calculate the imaging duration of each task. Based on a greedy algorithm, two types of tests are designed: the single test and the integral test. Both of which analyze the effects of variable imaging duration on the solution of the problem in detail. Then we summarize a series of useful heuristic knowledge and analyze the improvement of the algorithm considering those heuristic knowledges based on the comparative experiments.
机译:具有主动成像功能的视频卫星是新一代的地球观测卫星(EOS)。每个任务的持续时间各不相同。它可以在一定时间范围内连续获取地球目标的成像图像,对于重要的目标监测具有更大的能力。但是,新功能给卫星成像任务调度带来了新的挑战,并使问题更加复杂。在本文中,我们研究了视频卫星任务计划问题,并提出了一种专用的方法来计算每个任务的成像持续时间。基于贪婪算法,设计了两种类型的测试:单一测试和积分测试。两者都详细分析了可变成像持续时间对解决问题的影响。然后,我们总结了一系列有用的启发式知识,并在比较实验的基础上,结合这些启发式知识,分析了算法的改进。

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