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Dispatching and loitering policies for unmanned aerial vehicles under dynamically arriving multiple priority targets

机译:动态到达多个优先目标下的无人机飞行调度策略

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摘要

The dynamic nature and growing size of unmanned aerial vehicle (UAV) systems demands quick methods for effective task allocation, routing and positioning of UAVs in reaction to and in anticipation of arriving targets. The importance of targets, along with the timeliness of completing their tasks determines how effective a system is performing. Through simulation, this paper examines a system with multiple UAVs assigned to respond to fixed-location, multiple-priority targets. Dispatching rules and loitering strategies are implemented to insure rapid service for high-priority targets and effective management of medium-priority levels. The design of a study is discussed, for multiple dispatching rules and loitering strategy combinations under varying conditions of: region size, on-scene service rate, arrival rate, and target priority. The decision policy with the think-ahead and distance-based dispatching rules created the greatest benefit, when implemented with the loitering policy based on arrival location probabilities with continual consideration of busy UAV's future availability.
机译:无人机系统的动态性质和不断增长的规模要求快速的方法来有效地分配无人机,以响应和预期到达的目标,从而进行无人机的路线安排和定位。目标的重要性以及完成任务的及时性决定了系统的执行效率。通过仿真,本文研究了分配了多个无人机以响应固定位置,多个优先级目标的系统。实施了调度规则和游荡策略,以确保为高优先级目标提供快速服务并有效管理中优先级。讨论了研究的设计,该研究针对以下条件下的多种调度规则和游荡策略组合:区域大小,现场服务率,到达率和目标优先级。当使用基于到达位置概率的游荡策略并持续考虑繁忙的无人机的未来可用性时,具有提前考虑和基于距离的调度规则的决策策略可带来最大的好处。

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