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Autonomous Emergency Landing of a Helicopter: Motion Planning with Hard Time-Constraints

机译:直升机的自主紧急着陆:具有困难时间限制的运动计划

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Engine malfunctions during helicopter flight poses a large risk to pilot and crew. Without a quick and coordinated reaction,rnsuch situations lead to a complete loss of control. An autonomous landing system is capable of reacting quicklyrnto regain control, however current emergency landing methods focus only on the offline generation of dynamicallyrnfeasible trajectories while ignoring the more severe constraints faced while autonomously landing a real helicopterrnduring an unplanned engine failure. We address the problem of autonomously landing a helicopter while consideringrna realistic context: hard time-constraints, challenging terrain, sensor limitations and availability of pilot contextualrnknowledge. We designed a planning system that deals with all these factors by being able to compute alternate routesrn(AR) in a rapid fashion. This paper presents an algorithm, RRT*-AR, building upon the optimal sampling-based algorithmrnRRT* to generate AR in realtime while maintaining optimality guarantees and examines its performance forrnsimulated failures occurring in mountainous terrain. After over 4500 trials, RRT*-AR outperformed RRT* by providingrnthe human 280% more options 67% faster on average. As a result, it provides a much wider safety margin forrnunaccounted disturbances, and a more secure environment for a pilot.
机译:直升机飞行期间发动机故障会给飞行员和机组人员带来巨大风险。如果没有快速而协调的反应,这种情况将导致完全失去控制。自主着陆系统能够迅速做出反应以重新获得控制权,然而,当前的紧急着陆方法仅侧重于离线生成动态可行的轨迹,而忽略了在计划外发动机故障期间自主着陆实际直升机时所面临的更严峻的约束。我们在考虑实际情况的同时解决了自动降落直升机的问题:艰苦的时间约束,充满挑战的地形,传感器的局限性以及飞行员的背景知识的可用性。我们设计了一种能够通过快速计算备用路线(AR)处理所有这些因素的计划系统。本文提出了一种基于最佳采样算法rnRRT *的算法RRT * -AR,该算法可实时生成AR,同时保持最优性保证,并研究了其在山区发生的模拟故障的性能。在进行了4500多次试验后,RRT * -AR通过为人类提供280%的更多选择,平均速度快了67%,从而胜过RRT *。结果,它为未解决的干扰提供了更大的安全余量,并为飞行员提供了更安全的环境。

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