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Conservative algorithms for automated collision awareness for multiple Unmanned Aerial Systems

机译:用于多个无人机系统的自动碰撞感知的保守算法

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As the Federal Aviation Administration (FAA) prepares to integrate Unmanned Aerial Systems (UAS) into the National Airspace System (NAS), developing technologies that mitigate the risk associated with UAS collisions have become a top priority. Despite advances in detect and avoid technologies, the UAS operator remains the primary controller responsible for maintaining inter-vehicle separation and ensuring conflicts do not occur. This paper examines a collision awareness system which increases the operator's situational awareness by spatially and temporally predicting conflicts between the UAS and entities such as other aviation traffic or restricted airspaces. By modeling entities as 3D point masses, the system can be implemented for various, dissimilar UASs. Furthermore, the system supports aircraft engaged in different flight modes such as free flight, following a flight path, and orbit/loiter behavior. Mixed Gaussian distributions model each entity's future position, where the mean is determined by 3D kinematic motion and the covariance is determined by a continuous time error propagation model. Convolving these mixed distribution with another entity or airspace yields mathematically conservative future conflict estimates. Scenarios are presented to demonstrate the algorithm's capabilities.
机译:随着联邦航空管理局(FAA)准备将无人机系统(UAS)集成到国家空域系统(NAS)中,开发减轻与UAS碰撞相关的风险的技术已成为当务之急。尽管在检测和避免技术方面取得了进步,但UAS运营商仍是负责保持车厢分隔并确保不发生冲突的主要控制者。本文研究了一种碰撞感知系统,该系统通过在空间和时间上预测UAS与诸如其他航空交通或限制空域之类的实体之间的冲突来提高操作员的态势感知。通过将实体建模为3D点质量,可以为各种不同的UAS实现该系统。此外,该系统支持参与不同飞行模式的飞机,例如自由飞行,遵循飞行路径以及轨道/游标行为。混合高斯分布为每个实体的未来位置建模,其中平均值由3D运动确定,协方差由连续时间误差传播模型确定。将这些混合分布与另一个实体或领空进行卷积可以得出数学上保守的未来冲突估计。提出了一些场景来演示算法的功能。

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