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Imaging Tasks Scheduling for High-Altitude Airship in Emergency Condition Based on Energy-Aware Strategy

机译:基于能量感知策略的紧急情况下高空飞艇成像任务调度

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摘要

Aiming to the imaging tasks scheduling problem on high-altitude airship in emergency condition, the programming models are constructed by analyzing the main constraints, which take the maximum task benefit and the minimum energy consumption as two optimization objectives. Firstly, the hierarchy architecture is adopted to convert this scheduling problem into three subproblems, that is, the task ranking, value task detecting, and energy conservation optimization. Then, the algorithms are designed for the sub-problems, and the solving results are corresponding to feasible solution, efficient solution, and optimization solution of original problem, respectively. This paper makes detailed introduction to the energy-aware optimization strategy, which can rationally adjust airship's cruising speed based on the distribution of task's deadline, so as to decrease the total energy consumption caused by cruising activities. Finally, the application results and comparison analysis show that the proposed strategy and algorithm are effective and feasible.
机译:针对高空飞艇在紧急情况下的成像任务调度问题,通过分析主要约束条件,建立了以最大任务收益和最小能耗为两个优化目标的编程模型。首先,采用层次结构将调度问题转化为三个子问题,即任务排序,价值任务检测和节能优化。然后,针对子问题设计算法,求解结果分别对应于原问题的可行解,有效解和优化解。本文对能量感知优化策略进行了详细介绍,该策略可以根据任务期限的分布合理调整飞艇的巡航速度,从而减少巡航活动造成的总能耗。最后,应用结果和对比分析表明,所提出的策略和算法是有效可行的。

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