复杂环境下高速无人机避碰集成远操作辅助系统

Min Wang, H. Voos
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引用次数: 5

摘要

无人机远程操作是一项要求很高的任务,特别是对于希望顺利完成任务而不发生碰撞的业余操作员。在这项工作中,我们提出了一个集成的基于二维激光雷达的感知和避免系统,主动协助不熟练的人类操作员避开障碍物,使操作员可以专注于更高层次的决策和全局目标,如搜索和救援,农业等无人机应用。具体而言,通过感知辅助车辆控制设计、基于自适应虚拟缓冲力场(AVCFF)的避障策略和集成传感解决方案,所提出的无人机远操作辅助系统能够在静态和动态物体并存的复杂环境中进行障碍物检测和跟踪,并实现自动避障。本文提出的系统基于Hector四旋翼开源框架构建[1],并在Gazebo仿真中,在无人机高速运行的真实仿真无人机平台上验证了其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Integrated Teleoperation Assistance System for Collision Avoidance of High-speed UAVs in Complex Environments
UAV teleoperation is a demanding task, especially for amateur operators who wish to successfully accomplish their mission without collision. In this work we present an integrated 2D LIDAR based Sense-and-Avoid system which actively assists unskilled human operator in obstacle avoidance, so that the operator can focus on higher-level decisions and global objectives in UAV applications such as search and rescue, farming etc. Specifically, with our perception-assistive vehicle control design, novel adaptive virtual cushion force field (AVCFF) based avoidance strategy, and integrated sensing solution, the proposed UAV teleoperation assistance system is capable of obstacle detection and tracking, as well as automatic avoidance in complex environment where both static and dynamic objects are present. The proposed system is constructed on the basis of Hector Quadrotor open source framework [1], and its effectiveness is demonstrated and validated on a realistic simulated UAV platform in Gazebo simulations where the UAV is operated at a high speed.
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